zsxkib/bsrgan

Upscale videos + images with BSRGAN

A "Hello World" model for me to get to grips with `cog` and Replicate

Transform your text into a beautiful two-tone color gradient that represents your emotions.

Age prediction using CLIP - Patched version of `https://replicate.com/andreasjansson/clip-age-predictor` that works with the new version of cog!

Logit Warping via Biases for Google's FLAN-T5-small

🐲 DragGAN 🐉 - "Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold"

📽️ Increase Framerate 🎬 ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation

🎨 AnimateDiff (w/ MotionLoRAs for Panning, Zooming, etc): Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

✨DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

🎨AnimateDiff Prompt Travel🧭 Seamlessly Navigate and Animate Between Text-to-Image Prompts for Dynamic Visual Narratives

Monster Labs' Controlnet QR Code Monster v2 For SD-1.5 on top of AnimateDiff Prompt Travel (Motion Module SD 1.5 v2)

FILM: Frame Interpolation for Large Motion, In ECCV 2022.

Identifies NSFW images

Create song covers with any RVC v2 trained AI voice from audio files.

Create your own Realistic Voice Cloning (RVC v2) dataset using a YouTube link

Super High Quality Depth Maps 🗺️: An End-to-End Tile-Based Framework 🏗️ for High-Resolution Monocular Metric Depth Estimation 🔍📏

Unofficial Re-Trained AnimateAnyone (Image + DWPose Video → Animated Video of Image)

Make realistic images of real people instantly

🖼️ Super fast 1.5B Image Captioning/VQA Multimodal LLM (Image-to-Text) 🖋️

Real-Time Open-Vocabulary Object Detection

🗣️ TalkNet-ASD: Detect who is speaking in a video
Prediction
zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98aInput
{ "input_file": "https://replicate.delivery/mgxm/72cbdfd0-ffbb-406c-8b65-a8b16b84de40/Screen_Shot_2021-08-25_at_18.51.54.png", "scale_factor": 4 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", { input: { input_file: "https://replicate.delivery/mgxm/72cbdfd0-ffbb-406c-8b65-a8b16b84de40/Screen_Shot_2021-08-25_at_18.51.54.png", scale_factor: 4 } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", input={ "input_file": "https://replicate.delivery/mgxm/72cbdfd0-ffbb-406c-8b65-a8b16b84de40/Screen_Shot_2021-08-25_at_18.51.54.png", "scale_factor": 4 } ) # To access the file URL: print(output.url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output.read())
To learn more, take a look at the guide on getting started with Python.
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", "input": { "input_file": "https://replicate.delivery/mgxm/72cbdfd0-ffbb-406c-8b65-a8b16b84de40/Screen_Shot_2021-08-25_at_18.51.54.png", "scale_factor": 4 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2025-01-28T17:52:19.622283Z", "created_at": "2025-01-28T17:51:31.604000Z", "data_removed": false, "error": null, "id": "sna801hk2hrm80cmnr58j824vm", "input": { "input_file": "https://replicate.delivery/mgxm/72cbdfd0-ffbb-406c-8b65-a8b16b84de40/Screen_Shot_2021-08-25_at_18.51.54.png", "scale_factor": 4 }, "logs": "[3, 3, 64, 23, 32, 4]", "metrics": { "predict_time": 0.841028021, "total_time": 48.018283 }, "output": "https://replicate.delivery/xezq/lIJc9PCfJVyftUERuH3oHvEF37XCnj9qOhaNMr3jCrbTtsJUA/output.png", "started_at": "2025-01-28T17:52:18.781255Z", "status": "succeeded", "urls": { "stream": "https://stream.replicate.com/v1/files/bsvm-lfxcmg5xvvcfcpt243mcbkgq7e24krm47pmhgefr6v74lbkzqrwa", "get": "https://api.replicate.com/v1/predictions/sna801hk2hrm80cmnr58j824vm", "cancel": "https://api.replicate.com/v1/predictions/sna801hk2hrm80cmnr58j824vm/cancel" }, "version": "34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a" }
Prediction
zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98aInput
{ "input_file": "https://replicate.delivery/mgxm/59d9390c-b415-47e0-a907-f81b0d9920f1/187400315-87a90ac9-d231-45d6-b377-38702bd1838f.jpg", "scale_factor": 4 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", { input: { input_file: "https://replicate.delivery/mgxm/59d9390c-b415-47e0-a907-f81b0d9920f1/187400315-87a90ac9-d231-45d6-b377-38702bd1838f.jpg", scale_factor: 4 } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", input={ "input_file": "https://replicate.delivery/mgxm/59d9390c-b415-47e0-a907-f81b0d9920f1/187400315-87a90ac9-d231-45d6-b377-38702bd1838f.jpg", "scale_factor": 4 } ) # To access the file URL: print(output.url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output.read())
To learn more, take a look at the guide on getting started with Python.
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", "input": { "input_file": "https://replicate.delivery/mgxm/59d9390c-b415-47e0-a907-f81b0d9920f1/187400315-87a90ac9-d231-45d6-b377-38702bd1838f.jpg", "scale_factor": 4 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2025-01-28T17:52:53.681961Z", "created_at": "2025-01-28T17:52:52.871000Z", "data_removed": false, "error": null, "id": "zrb5ze3ggxrmc0cmnr5v8yfpxg", "input": { "input_file": "https://replicate.delivery/mgxm/59d9390c-b415-47e0-a907-f81b0d9920f1/187400315-87a90ac9-d231-45d6-b377-38702bd1838f.jpg", "scale_factor": 4 }, "logs": null, "metrics": { "predict_time": 0.803573087, "total_time": 0.810961 }, "output": "https://replicate.delivery/xezq/jOmbYKrxuEqGM5uJPjGJe6fbdrZSi0wo7wbfcuenF58U3ymQB/output.png", "started_at": "2025-01-28T17:52:52.878388Z", "status": "succeeded", "urls": { "stream": "https://stream.replicate.com/v1/files/bsvm-6tiducrevgwihdfgne47swrejyddljooyr553eum6foct7z7sn7a", "get": "https://api.replicate.com/v1/predictions/zrb5ze3ggxrmc0cmnr5v8yfpxg", "cancel": "https://api.replicate.com/v1/predictions/zrb5ze3ggxrmc0cmnr5v8yfpxg/cancel" }, "version": "34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a" }
Prediction
zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98aInput
{ "input_file": "https://replicate.delivery/mgxm/26d87fc6-3843-4680-9f92-9970de2e5a61/187401133-8a3bf269-5b4d-4432-b2f0-6d26ee1d3307.png", "scale_factor": 4 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", { input: { input_file: "https://replicate.delivery/mgxm/26d87fc6-3843-4680-9f92-9970de2e5a61/187401133-8a3bf269-5b4d-4432-b2f0-6d26ee1d3307.png", scale_factor: 4 } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", input={ "input_file": "https://replicate.delivery/mgxm/26d87fc6-3843-4680-9f92-9970de2e5a61/187401133-8a3bf269-5b4d-4432-b2f0-6d26ee1d3307.png", "scale_factor": 4 } ) # To access the file URL: print(output.url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output.read())
To learn more, take a look at the guide on getting started with Python.
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", "input": { "input_file": "https://replicate.delivery/mgxm/26d87fc6-3843-4680-9f92-9970de2e5a61/187401133-8a3bf269-5b4d-4432-b2f0-6d26ee1d3307.png", "scale_factor": 4 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2025-01-28T17:53:23.935269Z", "created_at": "2025-01-28T17:53:21.085000Z", "data_removed": false, "error": null, "id": "p72xe36yqnrma0cmnr5s0mpc08", "input": { "input_file": "https://replicate.delivery/mgxm/26d87fc6-3843-4680-9f92-9970de2e5a61/187401133-8a3bf269-5b4d-4432-b2f0-6d26ee1d3307.png", "scale_factor": 4 }, "logs": null, "metrics": { "predict_time": 2.84297609, "total_time": 2.850269 }, "output": "https://replicate.delivery/xezq/0pLD1MfQh11kVSF8uhnej5RvAy7H4pyUBOIEzgXeYKgmcZToA/output.png", "started_at": "2025-01-28T17:53:21.092293Z", "status": "succeeded", "urls": { "stream": "https://stream.replicate.com/v1/files/bsvm-5uctpgc7lmb4zw3y3op7vmtfmytfzv5qf5daeuuqaywjdbhdvw6q", "get": "https://api.replicate.com/v1/predictions/p72xe36yqnrma0cmnr5s0mpc08", "cancel": "https://api.replicate.com/v1/predictions/p72xe36yqnrma0cmnr5s0mpc08/cancel" }, "version": "34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a" }
Prediction
zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98aInput
{ "input_file": "https://replicate.delivery/pbxt/MOxXijTSmBVpb1RDLR2cZu0jgwW5bJx29YA199SKrgQKpAFa/frog.png", "scale_factor": 4 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", { input: { input_file: "https://replicate.delivery/pbxt/MOxXijTSmBVpb1RDLR2cZu0jgwW5bJx29YA199SKrgQKpAFa/frog.png", scale_factor: 4 } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", input={ "input_file": "https://replicate.delivery/pbxt/MOxXijTSmBVpb1RDLR2cZu0jgwW5bJx29YA199SKrgQKpAFa/frog.png", "scale_factor": 4 } ) # To access the file URL: print(output.url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output.read())
To learn more, take a look at the guide on getting started with Python.
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "zsxkib/bsrgan:34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a", "input": { "input_file": "https://replicate.delivery/pbxt/MOxXijTSmBVpb1RDLR2cZu0jgwW5bJx29YA199SKrgQKpAFa/frog.png", "scale_factor": 4 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2025-01-28T18:00:13.206417Z", "created_at": "2025-01-28T17:59:28.751000Z", "data_removed": false, "error": null, "id": "hn2bgwbtxxrma0cmnr8t6j16ar", "input": { "input_file": "https://replicate.delivery/pbxt/MOxXijTSmBVpb1RDLR2cZu0jgwW5bJx29YA199SKrgQKpAFa/frog.png", "scale_factor": 4 }, "logs": "[3, 3, 64, 23, 32, 4]", "metrics": { "predict_time": 0.907498819, "total_time": 44.455417 }, "output": "https://replicate.delivery/xezq/XjqTZJ0BE15pB55G2h7EXhizRbZo9NQf7HfqEXyfTsLapZToA/output.png", "started_at": "2025-01-28T18:00:12.298918Z", "status": "succeeded", "urls": { "stream": "https://stream.replicate.com/v1/files/bsvm-j5xcq4c3iu2viv3g2obqrev3yp56bw3djial6mwbowv6i34n6zeq", "get": "https://api.replicate.com/v1/predictions/hn2bgwbtxxrma0cmnr8t6j16ar", "cancel": "https://api.replicate.com/v1/predictions/hn2bgwbtxxrma0cmnr8t6j16ar/cancel" }, "version": "34db3295f0aea9b6753fb688fb47ba23a5606f006938b64a9c723990e6b9d98a" }
Prediction
zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4IDdb19s6q3n1rmc0cmp8h8bhek08StatusSucceededSourceWebHardwareL40STotal durationCreatedInput
- input_file
- scale_factor
- 4
{ "input_file": "https://replicate.delivery/pbxt/MPEvYBQckLItmXDXxS7B2IiB0UqubPGNhaIfk2B8DqLIMZUE/ash.mp4", "scale_factor": 4 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", { input: { input_file: "https://replicate.delivery/pbxt/MPEvYBQckLItmXDXxS7B2IiB0UqubPGNhaIfk2B8DqLIMZUE/ash.mp4", scale_factor: 4 } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", input={ "input_file": "https://replicate.delivery/pbxt/MPEvYBQckLItmXDXxS7B2IiB0UqubPGNhaIfk2B8DqLIMZUE/ash.mp4", "scale_factor": 4 } ) # To access the file URL: print(output.url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output.read())
To learn more, take a look at the guide on getting started with Python.
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", "input": { "input_file": "https://replicate.delivery/pbxt/MPEvYBQckLItmXDXxS7B2IiB0UqubPGNhaIfk2B8DqLIMZUE/ash.mp4", "scale_factor": 4 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2025-01-29T12:58:50.172540Z", "created_at": "2025-01-29T12:56:58.536000Z", "data_removed": false, "error": null, "id": "db19s6q3n1rmc0cmp8h8bhek08", "input": { "input_file": "https://replicate.delivery/pbxt/MPEvYBQckLItmXDXxS7B2IiB0UqubPGNhaIfk2B8DqLIMZUE/ash.mp4", "scale_factor": 4 }, "logs": "[3, 3, 64, 23, 32, 4]\nInput video frame rate: 24.0 fps\nffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\nbuilt with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 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mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\nencoder : Lavf58.76.100\nStream #0:0(und): Video: png, rgb24(pc, gbr/bt709/bt709, progressive), 426x240 [SAR 1:1 DAR 71:40], q=2-31, 200 kb/s, 24 fps, 24 tbn (default)\nMetadata:\ncreation_time : 2025-01-29T12:56:24.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nencoder : Lavc58.134.100 png\nframe= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 35 fps=0.0 q=-0.0 Lsize=N/A time=00:00:01.45 bitrate=N/A speed=23.2x\nvideo:4008kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown\nProcessing frames: 0%| | 0/35 [00:00<?, ?it/s]\nProcessing frames: 3%|▎ | 1/35 [00:00<00:11, 2.93it/s]\nProcessing frames: 6%|▌ | 2/35 [00:00<00:09, 3.63it/s]\nProcessing frames: 9%|▊ | 3/35 [00:00<00:08, 3.92it/s]\nProcessing frames: 11%|█▏ | 4/35 [00:01<00:07, 4.11it/s]\nProcessing frames: 14%|█▍ | 5/35 [00:01<00:07, 4.22it/s]\nProcessing frames: 17%|█▋ | 6/35 [00:01<00:06, 4.27it/s]\nProcessing frames: 20%|██ | 7/35 [00:01<00:06, 4.30it/s]\nProcessing frames: 23%|██▎ | 8/35 [00:01<00:06, 4.30it/s]\nProcessing frames: 26%|██▌ | 9/35 [00:02<00:05, 4.33it/s]\nProcessing frames: 29%|██▊ | 10/35 [00:02<00:05, 4.35it/s]\nProcessing frames: 31%|███▏ | 11/35 [00:02<00:05, 4.34it/s]\nProcessing frames: 34%|███▍ | 12/35 [00:02<00:05, 4.36it/s]\nProcessing frames: 37%|███▋ | 13/35 [00:03<00:05, 4.32it/s]\nProcessing frames: 40%|████ | 14/35 [00:03<00:04, 4.32it/s]\nProcessing frames: 43%|████▎ | 15/35 [00:03<00:04, 4.33it/s]\nProcessing frames: 46%|████▌ | 16/35 [00:03<00:04, 4.32it/s]\nProcessing frames: 49%|████▊ | 17/35 [00:04<00:04, 4.32it/s]\nProcessing frames: 51%|█████▏ | 18/35 [00:04<00:03, 4.34it/s]\nProcessing frames: 54%|█████▍ | 19/35 [00:04<00:03, 4.29it/s]\nProcessing frames: 57%|█████▋ | 20/35 [00:04<00:03, 4.30it/s]\nProcessing frames: 60%|██████ | 21/35 [00:04<00:03, 4.29it/s]\nProcessing frames: 63%|██████▎ | 22/35 [00:05<00:03, 4.27it/s]\nProcessing frames: 66%|██████▌ | 23/35 [00:05<00:02, 4.29it/s]\nProcessing frames: 69%|██████▊ | 24/35 [00:05<00:02, 4.30it/s]\nProcessing frames: 71%|███████▏ | 25/35 [00:05<00:02, 4.37it/s]\nProcessing frames: 74%|███████▍ | 26/35 [00:06<00:02, 4.41it/s]\nProcessing frames: 77%|███████▋ | 27/35 [00:06<00:01, 4.43it/s]\nProcessing frames: 80%|████████ | 28/35 [00:06<00:01, 4.44it/s]\nProcessing frames: 83%|████████▎ | 29/35 [00:06<00:01, 4.37it/s]\nProcessing frames: 86%|████████▌ | 30/35 [00:07<00:01, 4.37it/s]\nProcessing frames: 89%|████████▊ | 31/35 [00:07<00:00, 4.37it/s]\nProcessing frames: 91%|█████████▏| 32/35 [00:07<00:00, 4.36it/s]\nProcessing frames: 94%|█████████▍| 33/35 [00:07<00:00, 4.37it/s]\nProcessing frames: 97%|█████████▋| 34/35 [00:07<00:00, 4.38it/s]\nProcessing frames: 100%|██████████| 35/35 [00:08<00:00, 4.38it/s]\nProcessing frames: 100%|██████████| 35/35 [00:08<00:00, 4.29it/s]\nffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\nbuilt with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 3. 9.100\nlibpostproc 55. 9.100 / 55. 9.100\nInput #0, image2, from '/tmp/tmp_8sr0n8_/processed/frame_%04d.png':\nDuration: 00:00:01.46, start: 0.000000, bitrate: N/A\nStream #0:0: Video: png, rgb24(pc), 1704x960, 24 fps, 24 tbr, 24 tbn, 24 tbc\nInput #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpkb7wivy2ash.mp4':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\ncreation_time : 2025-01-29T12:56:24.000000Z\nDuration: 00:00:01.49, start: 0.000000, bitrate: 679 kb/s\nStream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 426x240 [SAR 1:1 DAR 71:40], 303 kb/s, 23.99 fps, 24 tbr, 12288 tbn, 48 tbc (default)\nMetadata:\ncreation_time : 2025-01-29T12:56:24.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nStream #1:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T12:56:24.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nStream mapping:\nStream #0:0 -> #0:0 (png (native) -> h264 (libx264))\nStream #1:1 -> #0:1 (copy)\nPress [q] to stop, [?] for help\n[image2 @ 0x5c006f5b89c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8)\n[libx264 @ 0x5c006f5c4ec0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512\n[libx264 @ 0x5c006f5c4ec0] profile Constrained Baseline, level 4.0, 4:2:0, 8-bit\n[libx264 @ 0x5c006f5c4ec0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=0 ref=1 deblock=0:0:0 analyse=0:0 me=dia subme=0 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=0 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=0 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=0 weightp=0 keyint=250 keyint_min=24 scenecut=0 intra_refresh=0 rc=crf mbtree=0 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=0\nOutput #0, mp4, to 'output.mp4':\nMetadata:\nencoder : Lavf58.76.100\nStream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 1704x960, q=2-31, 24 fps, 12288 tbn\nMetadata:\nencoder : Lavc58.134.100 libx264\nSide data:\ncpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A\nStream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, 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111.63654 }, "output": "https://replicate.delivery/xezq/h46MMLhCLkawE93ZEgKpCDPjWjf73yoIeQmGPKqUNYoKg9JUA/output.mp4", "started_at": "2025-01-29T12:58:40.803857Z", "status": "succeeded", "urls": { "stream": "https://stream.replicate.com/v1/files/bsvm-hgffz6lfxooij5bipkx4m4u5veiwzreizgr5udoqofwsaa2hfbea", "get": "https://api.replicate.com/v1/predictions/db19s6q3n1rmc0cmp8h8bhek08", "cancel": "https://api.replicate.com/v1/predictions/db19s6q3n1rmc0cmp8h8bhek08/cancel" }, "version": "1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4" }
Generated in[3, 3, 64, 23, 32, 4] Input video frame rate: 24.0 fps ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpkb7wivy2ash.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T12:56:24.000000Z Duration: 00:00:01.49, start: 0.000000, bitrate: 679 kb/s Stream #0:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 426x240 [SAR 1:1 DAR 71:40], 303 kb/s, 23.99 fps, 24 tbr, 12288 tbn, 48 tbc (default) Metadata: creation_time : 2025-01-29T12:56:24.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default) Metadata: creation_time : 2025-01-29T12:56:24.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (h264 (native) -> png (native)) Press [q] to stop, [?] for help Output #0, image2, to '/tmp/tmp_8sr0n8_/frames/frame_%04d.png': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 encoder : Lavf58.76.100 Stream #0:0(und): Video: png, rgb24(pc, gbr/bt709/bt709, progressive), 426x240 [SAR 1:1 DAR 71:40], q=2-31, 200 kb/s, 24 fps, 24 tbn (default) Metadata: creation_time : 2025-01-29T12:56:24.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] encoder : Lavc58.134.100 png frame= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x frame= 35 fps=0.0 q=-0.0 Lsize=N/A time=00:00:01.45 bitrate=N/A speed=23.2x video:4008kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown Processing frames: 0%| | 0/35 [00:00<?, ?it/s] Processing frames: 3%|▎ | 1/35 [00:00<00:11, 2.93it/s] Processing frames: 6%|▌ | 2/35 [00:00<00:09, 3.63it/s] Processing frames: 9%|▊ | 3/35 [00:00<00:08, 3.92it/s] Processing frames: 11%|█▏ | 4/35 [00:01<00:07, 4.11it/s] Processing frames: 14%|█▍ | 5/35 [00:01<00:07, 4.22it/s] Processing frames: 17%|█▋ | 6/35 [00:01<00:06, 4.27it/s] Processing frames: 20%|██ | 7/35 [00:01<00:06, 4.30it/s] Processing frames: 23%|██▎ | 8/35 [00:01<00:06, 4.30it/s] Processing frames: 26%|██▌ | 9/35 [00:02<00:05, 4.33it/s] Processing frames: 29%|██▊ | 10/35 [00:02<00:05, 4.35it/s] Processing frames: 31%|███▏ | 11/35 [00:02<00:05, 4.34it/s] Processing frames: 34%|███▍ | 12/35 [00:02<00:05, 4.36it/s] Processing frames: 37%|███▋ | 13/35 [00:03<00:05, 4.32it/s] Processing frames: 40%|████ | 14/35 [00:03<00:04, 4.32it/s] Processing frames: 43%|████▎ | 15/35 [00:03<00:04, 4.33it/s] Processing frames: 46%|████▌ | 16/35 [00:03<00:04, 4.32it/s] Processing frames: 49%|████▊ | 17/35 [00:04<00:04, 4.32it/s] Processing frames: 51%|█████▏ | 18/35 [00:04<00:03, 4.34it/s] Processing frames: 54%|█████▍ | 19/35 [00:04<00:03, 4.29it/s] Processing frames: 57%|█████▋ | 20/35 [00:04<00:03, 4.30it/s] Processing frames: 60%|██████ | 21/35 [00:04<00:03, 4.29it/s] Processing frames: 63%|██████▎ | 22/35 [00:05<00:03, 4.27it/s] Processing frames: 66%|██████▌ | 23/35 [00:05<00:02, 4.29it/s] Processing frames: 69%|██████▊ | 24/35 [00:05<00:02, 4.30it/s] Processing frames: 71%|███████▏ | 25/35 [00:05<00:02, 4.37it/s] Processing frames: 74%|███████▍ | 26/35 [00:06<00:02, 4.41it/s] Processing frames: 77%|███████▋ | 27/35 [00:06<00:01, 4.43it/s] Processing frames: 80%|████████ | 28/35 [00:06<00:01, 4.44it/s] Processing frames: 83%|████████▎ | 29/35 [00:06<00:01, 4.37it/s] Processing frames: 86%|████████▌ | 30/35 [00:07<00:01, 4.37it/s] Processing frames: 89%|████████▊ | 31/35 [00:07<00:00, 4.37it/s] Processing frames: 91%|█████████▏| 32/35 [00:07<00:00, 4.36it/s] Processing frames: 94%|█████████▍| 33/35 [00:07<00:00, 4.37it/s] Processing frames: 97%|█████████▋| 34/35 [00:07<00:00, 4.38it/s] Processing frames: 100%|██████████| 35/35 [00:08<00:00, 4.38it/s] Processing frames: 100%|██████████| 35/35 [00:08<00:00, 4.29it/s] ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, image2, from '/tmp/tmp_8sr0n8_/processed/frame_%04d.png': Duration: 00:00:01.46, start: 0.000000, bitrate: N/A Stream #0:0: Video: png, rgb24(pc), 1704x960, 24 fps, 24 tbr, 24 tbn, 24 tbc Input #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpkb7wivy2ash.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T12:56:24.000000Z Duration: 00:00:01.49, start: 0.000000, bitrate: 679 kb/s Stream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 426x240 [SAR 1:1 DAR 71:40], 303 kb/s, 23.99 fps, 24 tbr, 12288 tbn, 48 tbc (default) Metadata: creation_time : 2025-01-29T12:56:24.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #1:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default) Metadata: creation_time : 2025-01-29T12:56:24.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (png (native) -> h264 (libx264)) Stream #1:1 -> #0:1 (copy) Press [q] to stop, [?] for help [image2 @ 0x5c006f5b89c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8) [libx264 @ 0x5c006f5c4ec0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512 [libx264 @ 0x5c006f5c4ec0] profile Constrained Baseline, level 4.0, 4:2:0, 8-bit [libx264 @ 0x5c006f5c4ec0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=0 ref=1 deblock=0:0:0 analyse=0:0 me=dia subme=0 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=0 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=0 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=0 weightp=0 keyint=250 keyint_min=24 scenecut=0 intra_refresh=0 rc=crf mbtree=0 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=0 Output #0, mp4, to 'output.mp4': Metadata: encoder : Lavf58.76.100 Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 1704x960, q=2-31, 24 fps, 12288 tbn Metadata: encoder : Lavc58.134.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A Stream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default) Metadata: creation_time : 2025-01-29T12:56:24.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] frame= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x frame= 35 fps=0.0 q=-1.0 Lsize= 1412kB time=00:00:01.46 bitrate=7875.6kbits/s speed=4.54x video:1386kB audio:24kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.157917% [libx264 @ 0x5c006f5c4ec0] frame I:1 Avg QP:20.00 size: 34744 [libx264 @ 0x5c006f5c4ec0] frame P:34 Avg QP:24.38 size: 40701 [libx264 @ 0x5c006f5c4ec0] mb I I16..4: 100.0% 0.0% 0.0% [libx264 @ 0x5c006f5c4ec0] mb P I16..4: 47.0% 0.0% 0.0% P16..4: 19.0% 0.0% 0.0% 0.0% 0.0% skip:34.0% [libx264 @ 0x5c006f5c4ec0] coded y,uvDC,uvAC intra: 18.6% 34.3% 9.4% inter: 15.5% 22.1% 2.9% [libx264 @ 0x5c006f5c4ec0] i16 v,h,dc,p: 43% 23% 11% 23% [libx264 @ 0x5c006f5c4ec0] i8c dc,h,v,p: 46% 23% 21% 10% [libx264 @ 0x5c006f5c4ec0] kb/s:7781.94
Prediction
zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4IDbs38y28655rmc0cmp8g95z0nsgStatusSucceededSourceWebHardwareL40STotal durationCreatedInput
- input_file
- scale_factor
- 4
{ "input_file": "https://replicate.delivery/pbxt/MPEsaRGEMrPO317JSbq8x72BtJUBQwCdg18WeAW2cPWN5iEs/frog-shorter.mp4", "scale_factor": 4 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", { input: { input_file: "https://replicate.delivery/pbxt/MPEsaRGEMrPO317JSbq8x72BtJUBQwCdg18WeAW2cPWN5iEs/frog-shorter.mp4", scale_factor: 4 } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", input={ "input_file": "https://replicate.delivery/pbxt/MPEsaRGEMrPO317JSbq8x72BtJUBQwCdg18WeAW2cPWN5iEs/frog-shorter.mp4", "scale_factor": 4 } ) # To access the file URL: print(output.url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output.read())
To learn more, take a look at the guide on getting started with Python.
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", "input": { "input_file": "https://replicate.delivery/pbxt/MPEsaRGEMrPO317JSbq8x72BtJUBQwCdg18WeAW2cPWN5iEs/frog-shorter.mp4", "scale_factor": 4 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2025-01-29T12:59:19.472167Z", "created_at": "2025-01-29T12:53:50.761000Z", "data_removed": false, "error": null, "id": "bs38y28655rmc0cmp8g95z0nsg", "input": { "input_file": "https://replicate.delivery/pbxt/MPEsaRGEMrPO317JSbq8x72BtJUBQwCdg18WeAW2cPWN5iEs/frog-shorter.mp4", "scale_factor": 4 }, "logs": "[3, 3, 64, 23, 32, 4]\nInput video frame rate: 29.97 fps\nffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\nbuilt with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 3. 9.100\nlibpostproc 55. 9.100 / 55. 9.100\nInput #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpjl8sak9nfrog-shorter.mp4':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\ncreation_time : 2025-01-29T12:47:33.000000Z\nDuration: 00:00:14.93, start: 0.000000, bitrate: 770 kb/s\nStream #0:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, smpte170m/smpte170m/bt709), 640x360 [SAR 1:1 DAR 16:9], 565 kb/s, 29.98 fps, 29.97 tbr, 30k tbn, 59.94 tbc (default)\nMetadata:\ncreation_time : 2025-01-29T12:47:33.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nStream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T12:47:33.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nStream mapping:\nStream #0:0 -> #0:0 (h264 (native) -> png (native))\nPress [q] to stop, [?] for help\nOutput #0, image2, to '/tmp/tmpwqoesq9b/frames/frame_%04d.png':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\nencoder : Lavf58.76.100\nStream #0:0(und): Video: png, rgb24(pc, gbr/smpte170m/bt709, progressive), 640x360 [SAR 1:1 DAR 16:9], q=2-31, 200 kb/s, 29.97 fps, 29.97 tbn (default)\nMetadata:\ncreation_time : 2025-01-29T12:47:33.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nencoder : Lavc58.134.100 png\nframe= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 163 fps=0.0 q=-0.0 size=N/A time=00:00:03.80 bitrate=N/A speed=7.16x\nframe= 323 fps=312 q=-0.0 size=N/A time=00:00:09.07 bitrate=N/A speed=8.76x\nframe= 447 fps=306 q=-0.0 Lsize=N/A time=00:00:14.91 bitrate=N/A speed=10.2x\nvideo:227072kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown\nProcessing frames: 0%| | 0/447 [00:00<?, ?it/s]\nProcessing frames: 0%| | 1/447 [00:00<05:23, 1.38it/s]\nProcessing frames: 0%| | 2/447 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--incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 3. 9.100\nlibpostproc 55. 9.100 / 55. 9.100\nInput #0, image2, from '/tmp/tmpwqoesq9b/processed/frame_%04d.png':\nDuration: 00:00:14.91, start: 0.000000, bitrate: N/A\nStream #0:0: Video: png, rgb24(pc), 2560x1440, 29.97 fps, 29.97 tbr, 29.97 tbn, 29.97 tbc\nInput #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpjl8sak9nfrog-shorter.mp4':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\ncreation_time : 2025-01-29T12:47:33.000000Z\nDuration: 00:00:14.93, start: 0.000000, bitrate: 770 kb/s\nStream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, smpte170m/smpte170m/bt709), 640x360 [SAR 1:1 DAR 16:9], 565 kb/s, 29.98 fps, 29.97 tbr, 30k tbn, 59.94 tbc (default)\nMetadata:\ncreation_time : 2025-01-29T12:47:33.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nStream #1:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T12:47:33.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nStream mapping:\nStream #0:0 -> #0:0 (png (native) -> h264 (libx264))\nStream #1:1 -> #0:1 (copy)\nPress [q] to stop, [?] for help\n[image2 @ 0x64d51d1f19c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8)\n[libx264 @ 0x64d51d2ea5c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512\n[libx264 @ 0x64d51d2ea5c0] profile Constrained Baseline, level 5.0, 4:2:0, 8-bit\n[libx264 @ 0x64d51d2ea5c0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=0 ref=1 deblock=0:0:0 analyse=0:0 me=dia subme=0 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=0 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=0 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=0 weightp=0 keyint=250 keyint_min=25 scenecut=0 intra_refresh=0 rc=crf mbtree=0 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=0\nOutput #0, mp4, to 'output.mp4':\nMetadata:\nencoder : Lavf58.76.100\nStream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 2560x1440, q=2-31, 29.97 fps, 11988 tbn\nMetadata:\nencoder : Lavc58.134.100 libx264\nSide data:\ncpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A\nStream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T12:47:33.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nframe= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 30 fps=0.0 q=23.0 size= 1536kB time=00:00:00.43 bitrate=28831.7kbits/s speed=0.736x\nframe= 66 fps= 60 q=25.0 size= 5120kB time=00:00:01.64 bitrate=25514.9kbits/s speed=1.49x\nframe= 102 fps= 63 q=23.0 size= 8448kB time=00:00:02.83 bitrate=24400.6kbits/s speed=1.76x\nframe= 142 fps= 67 q=21.0 size= 12544kB time=00:00:04.17 bitrate=24614.2kbits/s speed=1.97x\nframe= 179 fps= 68 q=22.0 size= 16384kB time=00:00:05.40 bitrate=24829.9kbits/s speed=2.05x\nframe= 215 fps= 68 q=26.0 size= 20736kB time=00:00:06.61 bitrate=25687.4kbits/s speed= 2.1x\nframe= 251 fps= 69 q=25.0 size= 26112kB time=00:00:07.82 bitrate=27352.9kbits/s speed=2.14x\nframe= 289 fps= 70 q=26.0 size= 32000kB time=00:00:09.07 bitrate=28883.8kbits/s speed=2.18x\nframe= 323 fps= 69 q=26.0 size= 37888kB time=00:00:10.21 bitrate=30393.4kbits/s speed=2.19x\nframe= 362 fps= 70 q=26.0 size= 44288kB time=00:00:11.51 bitrate=31514.6kbits/s speed=2.23x\nframe= 398 fps= 70 q=26.0 size= 49920kB time=00:00:12.71 bitrate=32150.3kbits/s speed=2.25x\nframe= 435 fps= 71 q=26.0 size= 56064kB time=00:00:13.95 bitrate=32922.0kbits/s speed=2.26x\nframe= 447 fps= 71 q=-1.0 Lsize= 60482kB time=00:00:14.90 bitrate=33247.3kbits/s speed=2.36x\nvideo:60234kB audio:234kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.022694%\n[libx264 @ 0x64d51d2ea5c0] frame I:2 Avg QP:21.00 size:434696\n[libx264 @ 0x64d51d2ea5c0] frame P:445 Avg QP:24.77 size:136652\n[libx264 @ 0x64d51d2ea5c0] mb I I16..4: 100.0% 0.0% 0.0%\n[libx264 @ 0x64d51d2ea5c0] mb P I16..4: 3.5% 0.0% 0.0% P16..4: 55.6% 0.0% 0.0% 0.0% 0.0% skip:40.9%\n[libx264 @ 0x64d51d2ea5c0] coded y,uvDC,uvAC intra: 40.5% 33.7% 6.9% inter: 35.5% 11.5% 0.4%\n[libx264 @ 0x64d51d2ea5c0] i16 v,h,dc,p: 17% 30% 32% 22%\n[libx264 @ 0x64d51d2ea5c0] i8c dc,h,v,p: 42% 29% 15% 14%\n[libx264 @ 0x64d51d2ea5c0] kb/s:33083.36", "metrics": { "predict_time": 285.918993273, "total_time": 328.711167 }, "output": "https://replicate.delivery/xezq/7e50peLOZilyz0DehFo8oey1am9lAANAjCBklz1V7GBcC2nQB/output.mp4", "started_at": "2025-01-29T12:54:33.553174Z", "status": "succeeded", "urls": { "stream": "https://stream.replicate.com/v1/files/bsvm-vj7x3y7gbibokbk4mwa6sj6rdfcjp74g4udt6rcjj4chkjyi3htq", "get": "https://api.replicate.com/v1/predictions/bs38y28655rmc0cmp8g95z0nsg", "cancel": "https://api.replicate.com/v1/predictions/bs38y28655rmc0cmp8g95z0nsg/cancel" }, "version": "1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4" }
Generated in[3, 3, 64, 23, 32, 4] Input video frame rate: 29.97 fps ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpjl8sak9nfrog-shorter.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T12:47:33.000000Z Duration: 00:00:14.93, start: 0.000000, bitrate: 770 kb/s Stream #0:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, smpte170m/smpte170m/bt709), 640x360 [SAR 1:1 DAR 16:9], 565 kb/s, 29.98 fps, 29.97 tbr, 30k tbn, 59.94 tbc (default) Metadata: creation_time : 2025-01-29T12:47:33.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default) Metadata: creation_time : 2025-01-29T12:47:33.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (h264 (native) -> png (native)) Press [q] to stop, [?] for help Output #0, image2, to '/tmp/tmpwqoesq9b/frames/frame_%04d.png': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 encoder : Lavf58.76.100 Stream #0:0(und): Video: png, rgb24(pc, gbr/smpte170m/bt709, progressive), 640x360 [SAR 1:1 DAR 16:9], q=2-31, 200 kb/s, 29.97 fps, 29.97 tbn (default) Metadata: creation_time : 2025-01-29T12:47:33.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] encoder : Lavc58.134.100 png frame= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x frame= 163 fps=0.0 q=-0.0 size=N/A time=00:00:03.80 bitrate=N/A speed=7.16x frame= 323 fps=312 q=-0.0 size=N/A time=00:00:09.07 bitrate=N/A speed=8.76x frame= 447 fps=306 q=-0.0 Lsize=N/A time=00:00:14.91 bitrate=N/A speed=10.2x video:227072kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown Processing frames: 0%| | 0/447 [00:00<?, ?it/s] Processing frames: 0%| | 1/447 [00:00<05:23, 1.38it/s] Processing frames: 0%| | 2/447 [00:01<04:53, 1.52it/s] Processing frames: 1%| | 3/447 [00:01<04:44, 1.56it/s] Processing frames: 1%| | 4/447 [00:02<04:39, 1.59it/s] Processing frames: 1%| | 5/447 [00:03<04:36, 1.60it/s] Processing frames: 1%|▏ | 6/447 [00:03<04:34, 1.61it/s] Processing frames: 2%|▏ | 7/447 [00:04<04:32, 1.61it/s] Processing frames: 2%|▏ | 8/447 [00:05<04:31, 1.62it/s] Processing frames: 2%|▏ | 9/447 [00:05<04:30, 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436/447 [04:30<00:06, 1.60it/s] Processing frames: 98%|█████████▊| 437/447 [04:30<00:06, 1.60it/s] Processing frames: 98%|█████████▊| 438/447 [04:31<00:05, 1.60it/s] Processing frames: 98%|█████████▊| 439/447 [04:32<00:04, 1.60it/s] Processing frames: 98%|█████████▊| 440/447 [04:32<00:04, 1.61it/s] Processing frames: 99%|█████████▊| 441/447 [04:33<00:03, 1.61it/s] Processing frames: 99%|█████████▉| 442/447 [04:33<00:03, 1.61it/s] Processing frames: 99%|█████████▉| 443/447 [04:34<00:02, 1.61it/s] Processing frames: 99%|█████████▉| 444/447 [04:35<00:01, 1.61it/s] Processing frames: 100%|█████████▉| 445/447 [04:35<00:01, 1.61it/s] Processing frames: 100%|█████████▉| 446/447 [04:36<00:00, 1.61it/s] Processing frames: 100%|██████████| 447/447 [04:37<00:00, 1.61it/s] Processing frames: 100%|██████████| 447/447 [04:37<00:00, 1.61it/s] ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, image2, from '/tmp/tmpwqoesq9b/processed/frame_%04d.png': Duration: 00:00:14.91, start: 0.000000, bitrate: N/A Stream #0:0: Video: png, rgb24(pc), 2560x1440, 29.97 fps, 29.97 tbr, 29.97 tbn, 29.97 tbc Input #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpjl8sak9nfrog-shorter.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T12:47:33.000000Z Duration: 00:00:14.93, start: 0.000000, bitrate: 770 kb/s Stream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, smpte170m/smpte170m/bt709), 640x360 [SAR 1:1 DAR 16:9], 565 kb/s, 29.98 fps, 29.97 tbr, 30k tbn, 59.94 tbc (default) Metadata: creation_time : 2025-01-29T12:47:33.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #1:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default) Metadata: creation_time : 2025-01-29T12:47:33.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (png (native) -> h264 (libx264)) Stream #1:1 -> #0:1 (copy) Press [q] to stop, [?] for help [image2 @ 0x64d51d1f19c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8) [libx264 @ 0x64d51d2ea5c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512 [libx264 @ 0x64d51d2ea5c0] profile Constrained Baseline, level 5.0, 4:2:0, 8-bit [libx264 @ 0x64d51d2ea5c0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=0 ref=1 deblock=0:0:0 analyse=0:0 me=dia subme=0 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=0 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=0 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=0 weightp=0 keyint=250 keyint_min=25 scenecut=0 intra_refresh=0 rc=crf mbtree=0 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=0 Output #0, mp4, to 'output.mp4': Metadata: encoder : Lavf58.76.100 Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 2560x1440, q=2-31, 29.97 fps, 11988 tbn Metadata: encoder : Lavc58.134.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A Stream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default) Metadata: creation_time : 2025-01-29T12:47:33.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] frame= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x frame= 30 fps=0.0 q=23.0 size= 1536kB time=00:00:00.43 bitrate=28831.7kbits/s speed=0.736x frame= 66 fps= 60 q=25.0 size= 5120kB time=00:00:01.64 bitrate=25514.9kbits/s speed=1.49x frame= 102 fps= 63 q=23.0 size= 8448kB time=00:00:02.83 bitrate=24400.6kbits/s speed=1.76x frame= 142 fps= 67 q=21.0 size= 12544kB time=00:00:04.17 bitrate=24614.2kbits/s speed=1.97x frame= 179 fps= 68 q=22.0 size= 16384kB time=00:00:05.40 bitrate=24829.9kbits/s speed=2.05x frame= 215 fps= 68 q=26.0 size= 20736kB time=00:00:06.61 bitrate=25687.4kbits/s speed= 2.1x frame= 251 fps= 69 q=25.0 size= 26112kB time=00:00:07.82 bitrate=27352.9kbits/s speed=2.14x frame= 289 fps= 70 q=26.0 size= 32000kB time=00:00:09.07 bitrate=28883.8kbits/s speed=2.18x frame= 323 fps= 69 q=26.0 size= 37888kB time=00:00:10.21 bitrate=30393.4kbits/s speed=2.19x frame= 362 fps= 70 q=26.0 size= 44288kB time=00:00:11.51 bitrate=31514.6kbits/s speed=2.23x frame= 398 fps= 70 q=26.0 size= 49920kB time=00:00:12.71 bitrate=32150.3kbits/s speed=2.25x frame= 435 fps= 71 q=26.0 size= 56064kB time=00:00:13.95 bitrate=32922.0kbits/s speed=2.26x frame= 447 fps= 71 q=-1.0 Lsize= 60482kB time=00:00:14.90 bitrate=33247.3kbits/s speed=2.36x video:60234kB audio:234kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.022694% [libx264 @ 0x64d51d2ea5c0] frame I:2 Avg QP:21.00 size:434696 [libx264 @ 0x64d51d2ea5c0] frame P:445 Avg QP:24.77 size:136652 [libx264 @ 0x64d51d2ea5c0] mb I I16..4: 100.0% 0.0% 0.0% [libx264 @ 0x64d51d2ea5c0] mb P I16..4: 3.5% 0.0% 0.0% P16..4: 55.6% 0.0% 0.0% 0.0% 0.0% skip:40.9% [libx264 @ 0x64d51d2ea5c0] coded y,uvDC,uvAC intra: 40.5% 33.7% 6.9% inter: 35.5% 11.5% 0.4% [libx264 @ 0x64d51d2ea5c0] i16 v,h,dc,p: 17% 30% 32% 22% [libx264 @ 0x64d51d2ea5c0] i8c dc,h,v,p: 42% 29% 15% 14% [libx264 @ 0x64d51d2ea5c0] kb/s:33083.36
Prediction
zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4IDkb2kt1qhh5rm80cmp8kvdts5e0StatusSucceededSourceWebHardwareL40STotal durationCreatedInput
- input_file
- scale_factor
- 4
{ "input_file": "https://replicate.delivery/pbxt/MPF0lvTK0kyS5tIMZ6Waphy6tEgM13Cj3683XTYUWh4LtbpX/mcmc.mp4", "scale_factor": 4 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", { input: { input_file: "https://replicate.delivery/pbxt/MPF0lvTK0kyS5tIMZ6Waphy6tEgM13Cj3683XTYUWh4LtbpX/mcmc.mp4", scale_factor: 4 } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", input={ "input_file": "https://replicate.delivery/pbxt/MPF0lvTK0kyS5tIMZ6Waphy6tEgM13Cj3683XTYUWh4LtbpX/mcmc.mp4", "scale_factor": 4 } ) # To access the file URL: print(output.url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output.read())
To learn more, take a look at the guide on getting started with Python.
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", "input": { "input_file": "https://replicate.delivery/pbxt/MPF0lvTK0kyS5tIMZ6Waphy6tEgM13Cj3683XTYUWh4LtbpX/mcmc.mp4", "scale_factor": 4 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2025-01-29T13:05:02.748113Z", "created_at": "2025-01-29T13:02:29.769000Z", "data_removed": false, "error": null, "id": "kb2kt1qhh5rm80cmp8kvdts5e0", "input": { "input_file": "https://replicate.delivery/pbxt/MPF0lvTK0kyS5tIMZ6Waphy6tEgM13Cj3683XTYUWh4LtbpX/mcmc.mp4", "scale_factor": 4 }, "logs": "[3, 3, 64, 23, 32, 4]\nInput video frame rate: 30.0 fps\nffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\nbuilt with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 3. 9.100\nlibpostproc 55. 9.100 / 55. 9.100\nInput #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmp2gwqm8r9mcmc.mp4':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\ncreation_time : 2025-01-29T13:01:38.000000Z\nDuration: 00:00:05.86, start: 0.000000, bitrate: 858 kb/s\nStream #0:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 640x360 [SAR 1:1 DAR 16:9], 534 kb/s, 30 fps, 30 tbr, 15360 tbn, 60 tbc (default)\nMetadata:\ncreation_time : 2025-01-29T13:01:38.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nStream #0:1(rus): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T13:01:38.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nStream mapping:\nStream #0:0 -> #0:0 (h264 (native) -> png (native))\nPress [q] to stop, [?] for help\nOutput #0, image2, to '/tmp/tmpklkoauaj/frames/frame_%04d.png':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\nencoder : Lavf58.76.100\nStream #0:0(und): Video: png, rgb24(pc, gbr/bt709/bt709, progressive), 640x360 [SAR 1:1 DAR 16:9], q=2-31, 200 kb/s, 30 fps, 30 tbn (default)\nMetadata:\ncreation_time : 2025-01-29T13:01:38.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nencoder : Lavc58.134.100 png\nframe= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 176 fps=0.0 q=-0.0 Lsize=N/A time=00:00:05.86 bitrate=N/A speed=14.2x\nvideo:26409kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown\nProcessing frames: 0%| | 0/176 [00:00<?, ?it/s]\nProcessing frames: 1%| | 1/176 [00:00<02:06, 1.39it/s]\nProcessing frames: 1%| | 2/176 [00:01<01:52, 1.54it/s]\nProcessing frames: 2%|▏ | 3/176 [00:01<01:47, 1.60it/s]\nProcessing frames: 2%|▏ | 4/176 [00:02<01:45, 1.63it/s]\nProcessing frames: 3%|▎ | 5/176 [00:03<01:44, 1.64it/s]\nProcessing frames: 3%|▎ | 6/176 [00:03<01:43, 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version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\nbuilt with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 3. 9.100\nlibpostproc 55. 9.100 / 55. 9.100\nInput #0, image2, from '/tmp/tmpklkoauaj/processed/frame_%04d.png':\nDuration: 00:00:05.87, start: 0.000000, bitrate: N/A\nStream #0:0: Video: png, rgb24(pc), 2560x1440, 30 fps, 30 tbr, 30 tbn, 30 tbc\nInput #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmp2gwqm8r9mcmc.mp4':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\ncreation_time : 2025-01-29T13:01:38.000000Z\nDuration: 00:00:05.86, start: 0.000000, bitrate: 858 kb/s\nStream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 640x360 [SAR 1:1 DAR 16:9], 534 kb/s, 30 fps, 30 tbr, 15360 tbn, 60 tbc (default)\nMetadata:\ncreation_time : 2025-01-29T13:01:38.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nStream #1:1(rus): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T13:01:38.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nStream mapping:\nStream #0:0 -> #0:0 (png (native) -> h264 (libx264))\nStream #1:1 -> #0:1 (copy)\nPress [q] to stop, [?] for help\n[image2 @ 0x5a63923d49c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8)\n[libx264 @ 0x5a63924c8dc0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512\n[libx264 @ 0x5a63924c8dc0] profile Constrained Baseline, level 5.0, 4:2:0, 8-bit\n[libx264 @ 0x5a63924c8dc0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=0 ref=1 deblock=0:0:0 analyse=0:0 me=dia subme=0 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=0 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=0 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=0 weightp=0 keyint=250 keyint_min=25 scenecut=0 intra_refresh=0 rc=crf mbtree=0 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=0\nOutput #0, mp4, to 'output.mp4':\nMetadata:\nencoder : Lavf58.76.100\nStream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 2560x1440, q=2-31, 30 fps, 15360 tbn\nMetadata:\nencoder : Lavc58.134.100 libx264\nSide data:\ncpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A\nStream #0:1(rus): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T13:01:38.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nframe= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 34 fps=0.0 q=23.0 size= 512kB time=00:00:00.57 bitrate=7356.2kbits/s speed=0.927x\nframe= 72 fps= 65 q=21.0 size= 2304kB time=00:00:01.83 bitrate=10295.0kbits/s speed=1.64x\nframe= 107 fps= 66 q=15.0 size= 3072kB time=00:00:03.00 bitrate=8365.5kbits/s speed=1.85x\nframe= 144 fps= 68 q=23.0 size= 4096kB time=00:00:04.23 bitrate=7915.8kbits/s speed=1.99x\nframe= 176 fps= 70 q=-1.0 Lsize= 6321kB time=00:00:05.84 bitrate=8865.0kbits/s speed=2.31x\nvideo:6223kB audio:92kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.098680%\n[libx264 @ 0x5a63924c8dc0] frame I:1 Avg QP:20.00 size: 58094\n[libx264 @ 0x5a63924c8dc0] frame P:175 Avg QP:21.20 size: 36077\n[libx264 @ 0x5a63924c8dc0] mb I I16..4: 100.0% 0.0% 0.0%\n[libx264 @ 0x5a63924c8dc0] mb P I16..4: 33.8% 0.0% 0.0% P16..4: 20.1% 0.0% 0.0% 0.0% 0.0% skip:46.1%\n[libx264 @ 0x5a63924c8dc0] coded y,uvDC,uvAC intra: 10.6% 26.2% 3.6% inter: 8.0% 15.4% 0.5%\n[libx264 @ 0x5a63924c8dc0] i16 v,h,dc,p: 36% 33% 11% 19%\n[libx264 @ 0x5a63924c8dc0] i8c dc,h,v,p: 48% 28% 17% 7%\n[libx264 @ 0x5a63924c8dc0] kb/s:8688.40", "metrics": { "predict_time": 110.669340551, "total_time": 152.979113 }, "output": "https://replicate.delivery/xezq/OOV452gejzT4Yi1vgYhfobWnHCCKJ9JKGfgKWeX14Tl6X2nQB/output.mp4", "started_at": "2025-01-29T13:03:12.078773Z", "status": "succeeded", "urls": { "stream": "https://stream.replicate.com/v1/files/bsvm-vxty464wpyfk3npesaycoupezsqofcdaa3cvqhygivn62fiaewjq", "get": "https://api.replicate.com/v1/predictions/kb2kt1qhh5rm80cmp8kvdts5e0", "cancel": "https://api.replicate.com/v1/predictions/kb2kt1qhh5rm80cmp8kvdts5e0/cancel" }, "version": "1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4" }
Generated in[3, 3, 64, 23, 32, 4] Input video frame rate: 30.0 fps ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmp2gwqm8r9mcmc.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T13:01:38.000000Z Duration: 00:00:05.86, start: 0.000000, bitrate: 858 kb/s Stream #0:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 640x360 [SAR 1:1 DAR 16:9], 534 kb/s, 30 fps, 30 tbr, 15360 tbn, 60 tbc (default) Metadata: creation_time : 2025-01-29T13:01:38.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #0:1(rus): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default) Metadata: creation_time : 2025-01-29T13:01:38.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (h264 (native) -> png (native)) Press [q] to stop, [?] for help Output #0, image2, to '/tmp/tmpklkoauaj/frames/frame_%04d.png': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 encoder : Lavf58.76.100 Stream #0:0(und): Video: png, rgb24(pc, gbr/bt709/bt709, progressive), 640x360 [SAR 1:1 DAR 16:9], q=2-31, 200 kb/s, 30 fps, 30 tbn (default) Metadata: creation_time : 2025-01-29T13:01:38.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] encoder : Lavc58.134.100 png frame= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x frame= 176 fps=0.0 q=-0.0 Lsize=N/A time=00:00:05.86 bitrate=N/A speed=14.2x video:26409kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown Processing frames: 0%| | 0/176 [00:00<?, ?it/s] Processing frames: 1%| | 1/176 [00:00<02:06, 1.39it/s] Processing frames: 1%| | 2/176 [00:01<01:52, 1.54it/s] Processing frames: 2%|▏ | 3/176 [00:01<01:47, 1.60it/s] Processing frames: 2%|▏ | 4/176 [00:02<01:45, 1.63it/s] Processing frames: 3%|▎ | 5/176 [00:03<01:44, 1.64it/s] Processing frames: 3%|▎ | 6/176 [00:03<01:43, 1.65it/s] Processing frames: 4%|▍ | 7/176 [00:04<01:42, 1.66it/s] Processing frames: 5%|▍ | 8/176 [00:04<01:41, 1.66it/s] Processing frames: 5%|▌ | 9/176 [00:05<01:40, 1.66it/s] Processing frames: 6%|▌ | 10/176 [00:06<01:39, 1.66it/s] Processing frames: 6%|▋ | 11/176 [00:06<01:39, 1.66it/s] Processing frames: 7%|▋ | 12/176 [00:07<01:38, 1.66it/s] Processing 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97%|█████████▋| 171/176 [01:43<00:03, 1.64it/s] Processing frames: 98%|█████████▊| 172/176 [01:44<00:02, 1.64it/s] Processing frames: 98%|█████████▊| 173/176 [01:44<00:01, 1.64it/s] Processing frames: 99%|█████████▉| 174/176 [01:45<00:01, 1.64it/s] Processing frames: 99%|█████████▉| 175/176 [01:46<00:00, 1.63it/s] Processing frames: 100%|██████████| 176/176 [01:46<00:00, 1.64it/s] Processing frames: 100%|██████████| 176/176 [01:46<00:00, 1.65it/s] ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, image2, from '/tmp/tmpklkoauaj/processed/frame_%04d.png': Duration: 00:00:05.87, start: 0.000000, bitrate: N/A Stream #0:0: Video: png, rgb24(pc), 2560x1440, 30 fps, 30 tbr, 30 tbn, 30 tbc Input #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmp2gwqm8r9mcmc.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T13:01:38.000000Z Duration: 00:00:05.86, start: 0.000000, bitrate: 858 kb/s Stream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 640x360 [SAR 1:1 DAR 16:9], 534 kb/s, 30 fps, 30 tbr, 15360 tbn, 60 tbc (default) Metadata: creation_time : 2025-01-29T13:01:38.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #1:1(rus): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default) Metadata: creation_time : 2025-01-29T13:01:38.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (png (native) -> h264 (libx264)) Stream #1:1 -> #0:1 (copy) Press [q] to stop, [?] for help [image2 @ 0x5a63923d49c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8) [libx264 @ 0x5a63924c8dc0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512 [libx264 @ 0x5a63924c8dc0] profile Constrained Baseline, level 5.0, 4:2:0, 8-bit [libx264 @ 0x5a63924c8dc0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=0 ref=1 deblock=0:0:0 analyse=0:0 me=dia subme=0 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=0 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=0 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=0 weightp=0 keyint=250 keyint_min=25 scenecut=0 intra_refresh=0 rc=crf mbtree=0 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=0 Output #0, mp4, to 'output.mp4': Metadata: encoder : Lavf58.76.100 Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 2560x1440, q=2-31, 30 fps, 15360 tbn Metadata: encoder : Lavc58.134.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A Stream #0:1(rus): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default) Metadata: creation_time : 2025-01-29T13:01:38.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] frame= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x frame= 34 fps=0.0 q=23.0 size= 512kB time=00:00:00.57 bitrate=7356.2kbits/s speed=0.927x frame= 72 fps= 65 q=21.0 size= 2304kB time=00:00:01.83 bitrate=10295.0kbits/s speed=1.64x frame= 107 fps= 66 q=15.0 size= 3072kB time=00:00:03.00 bitrate=8365.5kbits/s speed=1.85x frame= 144 fps= 68 q=23.0 size= 4096kB time=00:00:04.23 bitrate=7915.8kbits/s speed=1.99x frame= 176 fps= 70 q=-1.0 Lsize= 6321kB time=00:00:05.84 bitrate=8865.0kbits/s speed=2.31x video:6223kB audio:92kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.098680% [libx264 @ 0x5a63924c8dc0] frame I:1 Avg QP:20.00 size: 58094 [libx264 @ 0x5a63924c8dc0] frame P:175 Avg QP:21.20 size: 36077 [libx264 @ 0x5a63924c8dc0] mb I I16..4: 100.0% 0.0% 0.0% [libx264 @ 0x5a63924c8dc0] mb P I16..4: 33.8% 0.0% 0.0% P16..4: 20.1% 0.0% 0.0% 0.0% 0.0% skip:46.1% [libx264 @ 0x5a63924c8dc0] coded y,uvDC,uvAC intra: 10.6% 26.2% 3.6% inter: 8.0% 15.4% 0.5% [libx264 @ 0x5a63924c8dc0] i16 v,h,dc,p: 36% 33% 11% 19% [libx264 @ 0x5a63924c8dc0] i8c dc,h,v,p: 48% 28% 17% 7% [libx264 @ 0x5a63924c8dc0] kb/s:8688.40
Prediction
zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4Input
- input_file
- scale_factor
- 4
{ "input_file": "https://replicate.delivery/pbxt/MPGAkROUQF413Yny4nIJorSNeXJUe3MH4osfmX66x4nIrQ0w/360flowers.mp4", "scale_factor": 4 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", { input: { input_file: "https://replicate.delivery/pbxt/MPGAkROUQF413Yny4nIJorSNeXJUe3MH4osfmX66x4nIrQ0w/360flowers.mp4", scale_factor: 4 } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", input={ "input_file": "https://replicate.delivery/pbxt/MPGAkROUQF413Yny4nIJorSNeXJUe3MH4osfmX66x4nIrQ0w/360flowers.mp4", "scale_factor": 4 } ) # To access the file URL: print(output.url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output.read())
To learn more, take a look at the guide on getting started with Python.
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", "input": { "input_file": "https://replicate.delivery/pbxt/MPGAkROUQF413Yny4nIJorSNeXJUe3MH4osfmX66x4nIrQ0w/360flowers.mp4", "scale_factor": 4 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2025-01-29T14:24:10.809900Z", "created_at": "2025-01-29T14:18:27.149000Z", "data_removed": false, "error": null, "id": "y2bgv3kvsnrma0cmp9pstgjjkm", "input": { "input_file": "https://replicate.delivery/pbxt/MPGAkROUQF413Yny4nIJorSNeXJUe3MH4osfmX66x4nIrQ0w/360flowers.mp4", "scale_factor": 4 }, "logs": "[3, 3, 64, 23, 32, 4]\nInput video frame rate: 29.97 fps\nffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\nbuilt with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 3. 9.100\nlibpostproc 55. 9.100 / 55. 9.100\nInput #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpczjtvkiw360flowers.mp4':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\ncreation_time : 2025-01-29T14:17:56.000000Z\nDuration: 00:00:15.36, start: 0.000000, bitrate: 1322 kb/s\nStream #0:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 640x360 [SAR 1:1 DAR 16:9], 1152 kb/s, 29.97 fps, 29.97 tbr, 30k tbn, 59.94 tbc (default)\nMetadata:\ncreation_time : 2025-01-29T14:17:56.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nStream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T14:17:56.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nStream mapping:\nStream #0:0 -> #0:0 (h264 (native) -> png (native))\nPress [q] to stop, [?] for help\nOutput #0, image2, to '/tmp/tmpvxit0eej/frames/frame_%04d.png':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\nencoder : Lavf58.76.100\nStream #0:0(und): Video: png, rgb24(pc, gbr/bt709/bt709, progressive), 640x360 [SAR 1:1 DAR 16:9], q=2-31, 200 kb/s, 29.97 fps, 29.97 tbn (default)\nMetadata:\ncreation_time : 2025-01-29T14:17:56.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nencoder : Lavc58.134.100 png\nframe= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 148 fps=0.0 q=-0.0 size=N/A time=00:00:03.20 bitrate=N/A speed=6.23x\nframe= 302 fps=293 q=-0.0 size=N/A time=00:00:08.30 bitrate=N/A speed=8.07x\nframe= 441 fps=288 q=-0.0 size=N/A time=00:00:12.94 bitrate=N/A speed=8.44x\nframe= 461 fps=283 q=-0.0 Lsize=N/A time=00:00:15.38 bitrate=N/A speed=9.44x\nvideo:242321kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown\nProcessing frames: 0%| | 0/461 [00:00<?, ?it/s]\nProcessing frames: 0%| | 1/461 [00:00<05:29, 1.40it/s]\nProcessing frames: 0%| | 2/461 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--enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 3. 9.100\nlibpostproc 55. 9.100 / 55. 9.100\nInput #0, image2, from '/tmp/tmpvxit0eej/processed/frame_%04d.png':\nDuration: 00:00:15.38, start: 0.000000, bitrate: N/A\nStream #0:0: Video: png, rgb24(pc), 2560x1440, 29.97 fps, 29.97 tbr, 29.97 tbn, 29.97 tbc\nInput #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpczjtvkiw360flowers.mp4':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\ncreation_time : 2025-01-29T14:17:56.000000Z\nDuration: 00:00:15.36, start: 0.000000, bitrate: 1322 kb/s\nStream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 640x360 [SAR 1:1 DAR 16:9], 1152 kb/s, 29.97 fps, 29.97 tbr, 30k tbn, 59.94 tbc (default)\nMetadata:\ncreation_time : 2025-01-29T14:17:56.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nStream #1:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T14:17:56.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nStream mapping:\nStream #0:0 -> #0:0 (png (native) -> h264 (libx264))\nStream #1:1 -> #0:1 (copy)\nPress [q] to stop, [?] for help\n[libx264 @ 0x606c6ce52140] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512\n[libx264 @ 0x606c6ce52140] profile Constrained Baseline, level 5.0, 4:2:0, 8-bit\n[libx264 @ 0x606c6ce52140] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=0 ref=1 deblock=0:0:0 analyse=0:0 me=dia subme=0 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=0 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=0 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=0 weightp=0 keyint=250 keyint_min=25 scenecut=0 intra_refresh=0 rc=crf mbtree=0 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=0\nOutput #0, mp4, to 'output.mp4':\nMetadata:\nencoder : Lavf58.76.100\nStream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 2560x1440, q=2-31, 29.97 fps, 11988 tbn\nMetadata:\nencoder : Lavc58.134.100 libx264\nSide data:\ncpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A\nStream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T14:17:56.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nframe= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 32 fps=0.0 q=29.0 size= 3072kB time=00:00:00.50 bitrate=50273.7kbits/s speed=0.738x\n[image2 @ 0x606c6ce319c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8)\nframe= 67 fps= 56 q=29.0 size= 9728kB time=00:00:01.68 bitrate=47423.6kbits/s speed=1.41x\nframe= 102 fps= 60 q=28.0 size= 15872kB time=00:00:02.84 bitrate=45760.0kbits/s speed=1.68x\nframe= 137 fps= 62 q=28.0 size= 22016kB time=00:00:04.00 bitrate=45042.8kbits/s speed=1.82x\nframe= 172 fps= 63 q=29.0 size= 28160kB time=00:00:05.17 bitrate=44603.7kbits/s speed=1.91x\nframe= 207 fps= 64 q=28.0 size= 34816kB time=00:00:06.34 bitrate=44932.1kbits/s speed=1.98x\nframe= 241 fps= 65 q=28.0 size= 40960kB time=00:00:07.48 bitrate=44826.4kbits/s speed=2.01x\nframe= 276 fps= 65 q=28.0 size= 47360kB time=00:00:08.64 bitrate=44871.0kbits/s speed=2.04x\nframe= 312 fps= 66 q=29.0 size= 54016kB time=00:00:09.85 bitrate=44906.2kbits/s speed=2.08x\nframe= 346 fps= 66 q=29.0 size= 60160kB time=00:00:10.97 bitrate=44893.7kbits/s speed=2.09x\nframe= 380 fps= 66 q=28.0 size= 66560kB time=00:00:12.11 bitrate=45017.4kbits/s speed= 2.1x\nframe= 415 fps= 66 q=28.0 size= 73216kB time=00:00:13.29 bitrate=45129.2kbits/s speed=2.11x\nframe= 451 fps= 66 q=28.0 size= 79616kB time=00:00:14.48 bitrate=45038.6kbits/s speed=2.13x\nframe= 461 fps= 67 q=-1.0 Lsize= 84549kB time=00:00:15.35 bitrate=45101.8kbits/s speed=2.22x\nvideo:84294kB audio:241kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.016658%\n[libx264 @ 0x606c6ce52140] frame I:2 Avg QP:22.50 size:476886\n[libx264 @ 0x606c6ce52140] frame P:459 Avg QP:28.53 size:185976\n[libx264 @ 0x606c6ce52140] mb I I16..4: 100.0% 0.0% 0.0%\n[libx264 @ 0x606c6ce52140] mb P I16..4: 31.7% 0.0% 0.0% P16..4: 53.7% 0.0% 0.0% 0.0% 0.0% skip:14.5%\n[libx264 @ 0x606c6ce52140] coded y,uvDC,uvAC intra: 46.4% 68.3% 36.5% inter: 45.5% 49.9% 13.9%\n[libx264 @ 0x606c6ce52140] i16 v,h,dc,p: 32% 24% 17% 27%\n[libx264 @ 0x606c6ce52140] i8c dc,h,v,p: 34% 22% 27% 17%\n[libx264 @ 0x606c6ce52140] kb/s:44892.19", "metrics": { "predict_time": 297.584163637, "total_time": 343.6609 }, "output": "https://replicate.delivery/xezq/hZ2YIdPWOOKHNlIbfaE2tDjhsV76o4FL3K5n17SKNZJFYfJUA/output.mp4", "started_at": "2025-01-29T14:19:13.225737Z", "status": "succeeded", "urls": { "stream": "https://stream.replicate.com/v1/files/bsvm-j33jgfpg4mmatwwygue5zgpyasnciz2p7ss2zk7sne4bdql2fphq", "get": "https://api.replicate.com/v1/predictions/y2bgv3kvsnrma0cmp9pstgjjkm", "cancel": "https://api.replicate.com/v1/predictions/y2bgv3kvsnrma0cmp9pstgjjkm/cancel" }, "version": "1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4" }
Generated in[3, 3, 64, 23, 32, 4] Input video frame rate: 29.97 fps ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpczjtvkiw360flowers.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T14:17:56.000000Z Duration: 00:00:15.36, start: 0.000000, bitrate: 1322 kb/s Stream #0:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 640x360 [SAR 1:1 DAR 16:9], 1152 kb/s, 29.97 fps, 29.97 tbr, 30k tbn, 59.94 tbc (default) Metadata: creation_time : 2025-01-29T14:17:56.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default) Metadata: creation_time : 2025-01-29T14:17:56.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (h264 (native) -> png (native)) Press [q] to stop, [?] for help Output #0, image2, to '/tmp/tmpvxit0eej/frames/frame_%04d.png': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 encoder : Lavf58.76.100 Stream #0:0(und): Video: png, rgb24(pc, gbr/bt709/bt709, progressive), 640x360 [SAR 1:1 DAR 16:9], q=2-31, 200 kb/s, 29.97 fps, 29.97 tbn (default) Metadata: creation_time : 2025-01-29T14:17:56.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] encoder : Lavc58.134.100 png frame= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x frame= 148 fps=0.0 q=-0.0 size=N/A time=00:00:03.20 bitrate=N/A speed=6.23x frame= 302 fps=293 q=-0.0 size=N/A time=00:00:08.30 bitrate=N/A speed=8.07x frame= 441 fps=288 q=-0.0 size=N/A time=00:00:12.94 bitrate=N/A speed=8.44x frame= 461 fps=283 q=-0.0 Lsize=N/A time=00:00:15.38 bitrate=N/A speed=9.44x video:242321kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown Processing frames: 0%| | 0/461 [00:00<?, ?it/s] Processing frames: 0%| | 1/461 [00:00<05:29, 1.40it/s] Processing frames: 0%| | 2/461 [00:01<04:59, 1.53it/s] Processing frames: 1%| | 3/461 [00:01<04:49, 1.58it/s] Processing frames: 1%| | 4/461 [00:02<04:49, 1.58it/s] Processing frames: 1%| | 5/461 [00:03<04:45, 1.60it/s] Processing frames: 1%|▏ | 6/461 [00:03<04:43, 1.61it/s] Processing frames: 2%|▏ | 7/461 [00:04<04:41, 1.61it/s] Processing frames: 2%|▏ | 8/461 [00:05<04:39, 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1.63it/s] Processing frames: 98%|█████████▊| 451/461 [04:41<00:06, 1.63it/s] Processing frames: 98%|█████████▊| 452/461 [04:42<00:05, 1.62it/s] Processing frames: 98%|█████████▊| 453/461 [04:42<00:04, 1.62it/s] Processing frames: 98%|█████████▊| 454/461 [04:43<00:04, 1.63it/s] Processing frames: 99%|█████████▊| 455/461 [04:44<00:03, 1.62it/s] Processing frames: 99%|█████████▉| 456/461 [04:44<00:03, 1.62it/s] Processing frames: 99%|█████████▉| 457/461 [04:45<00:02, 1.62it/s] Processing frames: 99%|█████████▉| 458/461 [04:45<00:01, 1.62it/s] Processing frames: 100%|█████████▉| 459/461 [04:46<00:01, 1.63it/s] Processing frames: 100%|█████████▉| 460/461 [04:47<00:00, 1.62it/s] Processing frames: 100%|██████████| 461/461 [04:47<00:00, 1.62it/s] Processing frames: 100%|██████████| 461/461 [04:47<00:00, 1.60it/s] ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, image2, from '/tmp/tmpvxit0eej/processed/frame_%04d.png': Duration: 00:00:15.38, start: 0.000000, bitrate: N/A Stream #0:0: Video: png, rgb24(pc), 2560x1440, 29.97 fps, 29.97 tbr, 29.97 tbn, 29.97 tbc Input #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpczjtvkiw360flowers.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T14:17:56.000000Z Duration: 00:00:15.36, start: 0.000000, bitrate: 1322 kb/s Stream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 640x360 [SAR 1:1 DAR 16:9], 1152 kb/s, 29.97 fps, 29.97 tbr, 30k tbn, 59.94 tbc (default) Metadata: creation_time : 2025-01-29T14:17:56.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #1:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default) Metadata: creation_time : 2025-01-29T14:17:56.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (png (native) -> h264 (libx264)) Stream #1:1 -> #0:1 (copy) Press [q] to stop, [?] for help [libx264 @ 0x606c6ce52140] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512 [libx264 @ 0x606c6ce52140] profile Constrained Baseline, level 5.0, 4:2:0, 8-bit [libx264 @ 0x606c6ce52140] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=0 ref=1 deblock=0:0:0 analyse=0:0 me=dia subme=0 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=0 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=0 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=0 weightp=0 keyint=250 keyint_min=25 scenecut=0 intra_refresh=0 rc=crf mbtree=0 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=0 Output #0, mp4, to 'output.mp4': Metadata: encoder : Lavf58.76.100 Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 2560x1440, q=2-31, 29.97 fps, 11988 tbn Metadata: encoder : Lavc58.134.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A Stream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 127 kb/s (default) Metadata: creation_time : 2025-01-29T14:17:56.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] frame= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x frame= 32 fps=0.0 q=29.0 size= 3072kB time=00:00:00.50 bitrate=50273.7kbits/s speed=0.738x [image2 @ 0x606c6ce319c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8) frame= 67 fps= 56 q=29.0 size= 9728kB time=00:00:01.68 bitrate=47423.6kbits/s speed=1.41x frame= 102 fps= 60 q=28.0 size= 15872kB time=00:00:02.84 bitrate=45760.0kbits/s speed=1.68x frame= 137 fps= 62 q=28.0 size= 22016kB time=00:00:04.00 bitrate=45042.8kbits/s speed=1.82x frame= 172 fps= 63 q=29.0 size= 28160kB time=00:00:05.17 bitrate=44603.7kbits/s speed=1.91x frame= 207 fps= 64 q=28.0 size= 34816kB time=00:00:06.34 bitrate=44932.1kbits/s speed=1.98x frame= 241 fps= 65 q=28.0 size= 40960kB time=00:00:07.48 bitrate=44826.4kbits/s speed=2.01x frame= 276 fps= 65 q=28.0 size= 47360kB time=00:00:08.64 bitrate=44871.0kbits/s speed=2.04x frame= 312 fps= 66 q=29.0 size= 54016kB time=00:00:09.85 bitrate=44906.2kbits/s speed=2.08x frame= 346 fps= 66 q=29.0 size= 60160kB time=00:00:10.97 bitrate=44893.7kbits/s speed=2.09x frame= 380 fps= 66 q=28.0 size= 66560kB time=00:00:12.11 bitrate=45017.4kbits/s speed= 2.1x frame= 415 fps= 66 q=28.0 size= 73216kB time=00:00:13.29 bitrate=45129.2kbits/s speed=2.11x frame= 451 fps= 66 q=28.0 size= 79616kB time=00:00:14.48 bitrate=45038.6kbits/s speed=2.13x frame= 461 fps= 67 q=-1.0 Lsize= 84549kB time=00:00:15.35 bitrate=45101.8kbits/s speed=2.22x video:84294kB audio:241kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.016658% [libx264 @ 0x606c6ce52140] frame I:2 Avg QP:22.50 size:476886 [libx264 @ 0x606c6ce52140] frame P:459 Avg QP:28.53 size:185976 [libx264 @ 0x606c6ce52140] mb I I16..4: 100.0% 0.0% 0.0% [libx264 @ 0x606c6ce52140] mb P I16..4: 31.7% 0.0% 0.0% P16..4: 53.7% 0.0% 0.0% 0.0% 0.0% skip:14.5% [libx264 @ 0x606c6ce52140] coded y,uvDC,uvAC intra: 46.4% 68.3% 36.5% inter: 45.5% 49.9% 13.9% [libx264 @ 0x606c6ce52140] i16 v,h,dc,p: 32% 24% 17% 27% [libx264 @ 0x606c6ce52140] i8c dc,h,v,p: 34% 22% 27% 17% [libx264 @ 0x606c6ce52140] kb/s:44892.19
Prediction
zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4IDf3j37bqhq5rme0cmpa4r9yemr8StatusSucceededSourceWebHardwareL40STotal durationCreatedInput
- input_file
- scale_factor
- 4
{ "input_file": "https://replicate.delivery/pbxt/MPGeDHlcMLfZrqIG1k7JxX4DmPN9poOuWvpjlklf9U7euwvW/shortrick240p.mp4", "scale_factor": 4 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", { input: { input_file: "https://replicate.delivery/pbxt/MPGeDHlcMLfZrqIG1k7JxX4DmPN9poOuWvpjlklf9U7euwvW/shortrick240p.mp4", scale_factor: 4 } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", input={ "input_file": "https://replicate.delivery/pbxt/MPGeDHlcMLfZrqIG1k7JxX4DmPN9poOuWvpjlklf9U7euwvW/shortrick240p.mp4", "scale_factor": 4 } ) # To access the file URL: print(output.url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output.read())
To learn more, take a look at the guide on getting started with Python.
Run zsxkib/bsrgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "zsxkib/bsrgan:1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4", "input": { "input_file": "https://replicate.delivery/pbxt/MPGeDHlcMLfZrqIG1k7JxX4DmPN9poOuWvpjlklf9U7euwvW/shortrick240p.mp4", "scale_factor": 4 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2025-01-29T14:50:45.901475Z", "created_at": "2025-01-29T14:49:32.345000Z", "data_removed": false, "error": null, "id": "f3j37bqhq5rme0cmpa4r9yemr8", "input": { "input_file": "https://replicate.delivery/pbxt/MPGeDHlcMLfZrqIG1k7JxX4DmPN9poOuWvpjlklf9U7euwvW/shortrick240p.mp4", "scale_factor": 4 }, "logs": "[3, 3, 64, 23, 32, 4]\nInput video frame rate: 25.0 fps\nffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\nbuilt with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 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116/126 [00:26<00:02, 4.41it/s]\nProcessing frames: 93%|█████████▎| 117/126 [00:26<00:02, 4.38it/s]\nProcessing frames: 94%|█████████▎| 118/126 [00:26<00:01, 4.39it/s]\nProcessing frames: 94%|█████████▍| 119/126 [00:26<00:01, 4.37it/s]\nProcessing frames: 95%|█████████▌| 120/126 [00:27<00:01, 4.40it/s]\nProcessing frames: 96%|█████████▌| 121/126 [00:27<00:01, 4.42it/s]\nProcessing frames: 97%|█████████▋| 122/126 [00:27<00:00, 4.43it/s]\nProcessing frames: 98%|█████████▊| 123/126 [00:27<00:00, 4.44it/s]\nProcessing frames: 98%|█████████▊| 124/126 [00:27<00:00, 4.45it/s]\nProcessing frames: 99%|█████████▉| 125/126 [00:28<00:00, 4.45it/s]\nProcessing frames: 100%|██████████| 126/126 [00:28<00:00, 4.46it/s]\nProcessing frames: 100%|██████████| 126/126 [00:28<00:00, 4.44it/s]\nffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\nbuilt with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 3. 9.100\nlibpostproc 55. 9.100 / 55. 9.100\nInput #0, image2, from '/tmp/tmp9a57t35o/processed/frame_%04d.png':\nDuration: 00:00:05.04, start: 0.000000, bitrate: N/A\nStream #0:0: Video: png, rgb24(pc), 1704x960, 25 fps, 25 tbr, 25 tbn, 25 tbc\nInput #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpzmknp426shortrick240p.mp4':\nMetadata:\nmajor_brand : mp42\nminor_version : 1\ncompatible_brands: isommp41mp42\ncreation_time : 2025-01-29T14:48:35.000000Z\nDuration: 00:00:05.05, start: 0.000000, bitrate: 248 kb/s\nStream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 426x240 [SAR 1:1 DAR 71:40], 93 kb/s, 25 fps, 25 tbr, 12800 tbn, 50 tbc (default)\nMetadata:\ncreation_time : 2025-01-29T14:48:35.000000Z\nhandler_name : Core Media Video\nvendor_id : [0][0][0][0]\nStream #1:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default)\nMetadata:\ncreation_time : 2025-01-29T14:48:35.000000Z\nhandler_name : Core Media Audio\nvendor_id : [0][0][0][0]\nStream mapping:\nStream #0:0 -> #0:0 (png (native) -> h264 (libx264))\nStream #1:1 -> #0:1 (copy)\nPress [q] to stop, [?] for help\n[image2 @ 0x581a9ff249c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8)\n[libx264 @ 0x581a9ff59380] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512\n[libx264 @ 0x581a9ff59380] profile Constrained Baseline, level 4.0, 4:2:0, 8-bit\n[libx264 @ 0x581a9ff59380] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html 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size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 77 fps=0.0 q=21.0 size= 1024kB time=00:00:02.40 bitrate=3495.3kbits/s speed=4.35x\nframe= 126 fps=0.0 q=-1.0 Lsize= 2549kB time=00:00:05.03 bitrate=4151.4kbits/s speed=6.07x\nvideo:2465kB audio:79kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.178220%\n[libx264 @ 0x581a9ff59380] frame I:1 Avg QP:20.00 size: 23484\n[libx264 @ 0x581a9ff59380] frame P:125 Avg QP:20.95 size: 20002\n[libx264 @ 0x581a9ff59380] mb I I16..4: 100.0% 0.0% 0.0%\n[libx264 @ 0x581a9ff59380] mb P I16..4: 22.6% 0.0% 0.0% P16..4: 18.8% 0.0% 0.0% 0.0% 0.0% skip:58.6%\n[libx264 @ 0x581a9ff59380] coded y,uvDC,uvAC intra: 16.1% 29.6% 5.1% inter: 8.8% 11.9% 0.7%\n[libx264 @ 0x581a9ff59380] i16 v,h,dc,p: 47% 20% 10% 24%\n[libx264 @ 0x581a9ff59380] i8c dc,h,v,p: 46% 17% 28% 9%\n[libx264 @ 0x581a9ff59380] kb/s:4005.99", "metrics": { "predict_time": 30.201759337, "total_time": 73.556475 }, "output": "https://replicate.delivery/xezq/tIEsQL1cIuaNKhwR04KxyOmCX3upjcLIUFgHO5e7MI6ikfJUA/output.mp4", "started_at": "2025-01-29T14:50:15.699716Z", "status": "succeeded", "urls": { "stream": "https://stream.replicate.com/v1/files/bsvm-bn2yvttlujowjd2lvkg4nchnws23khgn6ap4cn47mjo33zrq2mka", "get": "https://api.replicate.com/v1/predictions/f3j37bqhq5rme0cmpa4r9yemr8", "cancel": "https://api.replicate.com/v1/predictions/f3j37bqhq5rme0cmpa4r9yemr8/cancel" }, "version": "1ae02b13920bbc43cedec32a680b836412a55d978d0a2f2f6a423acc85e332e4" }
Generated in[3, 3, 64, 23, 32, 4] Input video frame rate: 25.0 fps ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpzmknp426shortrick240p.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T14:48:35.000000Z Duration: 00:00:05.05, start: 0.000000, bitrate: 248 kb/s Stream #0:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 426x240 [SAR 1:1 DAR 71:40], 93 kb/s, 25 fps, 25 tbr, 12800 tbn, 50 tbc (default) Metadata: creation_time : 2025-01-29T14:48:35.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default) Metadata: creation_time : 2025-01-29T14:48:35.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (h264 (native) -> png (native)) Press [q] to stop, [?] for help Output #0, image2, to '/tmp/tmp9a57t35o/frames/frame_%04d.png': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 encoder : Lavf58.76.100 Stream #0:0(und): Video: png, rgb24(pc, gbr/bt709/bt709, progressive), 426x240 [SAR 1:1 DAR 71:40], q=2-31, 200 kb/s, 25 fps, 25 tbn (default) Metadata: creation_time : 2025-01-29T14:48:35.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] encoder : Lavc58.134.100 png frame= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x frame= 126 fps=0.0 q=-0.0 Lsize=N/A time=00:00:05.04 bitrate=N/A speed=36.3x video:10728kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown Processing frames: 0%| | 0/126 [00:00<?, ?it/s] Processing frames: 1%| | 1/126 [00:00<00:43, 2.90it/s] Processing frames: 2%|▏ | 2/126 [00:00<00:34, 3.60it/s] Processing frames: 2%|▏ | 3/126 [00:00<00:30, 3.98it/s] Processing frames: 3%|▎ | 4/126 [00:01<00:29, 4.16it/s] Processing frames: 4%|▍ | 5/126 [00:01<00:28, 4.26it/s] Processing frames: 5%|▍ | 6/126 [00:01<00:27, 4.33it/s] Processing frames: 6%|▌ | 7/126 [00:01<00:27, 4.40it/s] Processing frames: 6%|▋ | 8/126 [00:01<00:26, 4.43it/s] Processing frames: 7%|▋ | 9/126 [00:02<00:26, 4.46it/s] Processing frames: 8%|▊ | 10/126 [00:02<00:25, 4.49it/s] Processing frames: 9%|▊ | 11/126 [00:02<00:25, 4.50it/s] Processing frames: 10%|▉ | 12/126 [00:02<00:25, 4.48it/s] 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4.44it/s] Processing frames: 98%|█████████▊| 124/126 [00:27<00:00, 4.45it/s] Processing frames: 99%|█████████▉| 125/126 [00:28<00:00, 4.45it/s] Processing frames: 100%|██████████| 126/126 [00:28<00:00, 4.46it/s] Processing frames: 100%|██████████| 126/126 [00:28<00:00, 4.44it/s] ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, image2, from '/tmp/tmp9a57t35o/processed/frame_%04d.png': Duration: 00:00:05.04, start: 0.000000, bitrate: N/A Stream #0:0: Video: png, rgb24(pc), 1704x960, 25 fps, 25 tbr, 25 tbn, 25 tbc Input #1, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpzmknp426shortrick240p.mp4': Metadata: major_brand : mp42 minor_version : 1 compatible_brands: isommp41mp42 creation_time : 2025-01-29T14:48:35.000000Z Duration: 00:00:05.05, start: 0.000000, bitrate: 248 kb/s Stream #1:0(und): Video: h264 (Main) (avc1 / 0x31637661), yuv420p(tv, bt709), 426x240 [SAR 1:1 DAR 71:40], 93 kb/s, 25 fps, 25 tbr, 12800 tbn, 50 tbc (default) Metadata: creation_time : 2025-01-29T14:48:35.000000Z handler_name : Core Media Video vendor_id : [0][0][0][0] Stream #1:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default) Metadata: creation_time : 2025-01-29T14:48:35.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] Stream mapping: Stream #0:0 -> #0:0 (png (native) -> h264 (libx264)) Stream #1:1 -> #0:1 (copy) Press [q] to stop, [?] for help [image2 @ 0x581a9ff249c0] Thread message queue blocking; consider raising the thread_queue_size option (current value: 8) [libx264 @ 0x581a9ff59380] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512 [libx264 @ 0x581a9ff59380] profile Constrained Baseline, level 4.0, 4:2:0, 8-bit [libx264 @ 0x581a9ff59380] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=0 ref=1 deblock=0:0:0 analyse=0:0 me=dia subme=0 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=0 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=0 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=0 weightp=0 keyint=250 keyint_min=25 scenecut=0 intra_refresh=0 rc=crf mbtree=0 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=0 Output #0, mp4, to 'output.mp4': Metadata: encoder : Lavf58.76.100 Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 1704x960, q=2-31, 25 fps, 12800 tbn Metadata: encoder : Lavc58.134.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A Stream #0:1(eng): Audio: aac (LC) (mp4a / 0x6134706D), 44100 Hz, stereo, fltp, 128 kb/s (default) Metadata: creation_time : 2025-01-29T14:48:35.000000Z handler_name : Core Media Audio vendor_id : [0][0][0][0] frame= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x frame= 77 fps=0.0 q=21.0 size= 1024kB time=00:00:02.40 bitrate=3495.3kbits/s speed=4.35x frame= 126 fps=0.0 q=-1.0 Lsize= 2549kB time=00:00:05.03 bitrate=4151.4kbits/s speed=6.07x video:2465kB audio:79kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.178220% [libx264 @ 0x581a9ff59380] frame I:1 Avg QP:20.00 size: 23484 [libx264 @ 0x581a9ff59380] frame P:125 Avg QP:20.95 size: 20002 [libx264 @ 0x581a9ff59380] mb I I16..4: 100.0% 0.0% 0.0% [libx264 @ 0x581a9ff59380] mb P I16..4: 22.6% 0.0% 0.0% P16..4: 18.8% 0.0% 0.0% 0.0% 0.0% skip:58.6% [libx264 @ 0x581a9ff59380] coded y,uvDC,uvAC intra: 16.1% 29.6% 5.1% inter: 8.8% 11.9% 0.7% [libx264 @ 0x581a9ff59380] i16 v,h,dc,p: 47% 20% 10% 24% [libx264 @ 0x581a9ff59380] i8c dc,h,v,p: 46% 17% 28% 9% [libx264 @ 0x581a9ff59380] kb/s:4005.99
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