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fofr
/
lcm-video2video
Fast video2video with a latent consistency model
- Public
- 2.4K runs
-
L40S
Input
Run this model in Node.js with one line of code:
npx create-replicate --model=fofr/lcm-video2video
or set up a project from scratch
Install Replicate’s Node.js client library:
npm install replicateSet the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import and set up the client:
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});Run fofr/lcm-video2video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"fofr/lcm-video2video:40dc81b608eb6aac462a33027601406364ffa625ec709d75439c44fc0422192d",
{
input: {
fps: 16,
seed: 2000,
video: "https://replicate.delivery/pbxt/Jm6KWurXwbMM19Oyu5novOS5wUD0Y8kOQsrlIEpogFC4dSBr/image%20%281%29.mp4",
prompt: "stars and nebula",
max_width: 512,
controlnet: "none",
return_frames: false,
guidance_scale: 6,
prompt_strength: 0.6,
extract_all_frames: true,
canny_low_threshold: 100,
num_inference_steps: 4,
canny_high_threshold: 200,
control_guidance_end: 1,
control_guidance_start: 0,
controlnet_conditioning_scale: 2
}
}
);
// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"
// To write the file to disk:
fs.writeFile("my-image.png", output[0]);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:
pip install replicateSet the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import the client:
import replicateRun fofr/lcm-video2video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"fofr/lcm-video2video:40dc81b608eb6aac462a33027601406364ffa625ec709d75439c44fc0422192d",
input={
"fps": 16,
"seed": 2000,
"video": "https://replicate.delivery/pbxt/Jm6KWurXwbMM19Oyu5novOS5wUD0Y8kOQsrlIEpogFC4dSBr/image%20%281%29.mp4",
"prompt": "stars and nebula",
"max_width": 512,
"controlnet": "none",
"return_frames": False,
"guidance_scale": 6,
"prompt_strength": 0.6,
"extract_all_frames": True,
"canny_low_threshold": 100,
"num_inference_steps": 4,
"canny_high_threshold": 200,
"control_guidance_end": 1,
"control_guidance_start": 0,
"controlnet_conditioning_scale": 2
}
)
print(output)To learn more, take a look at the guide on getting started with Python.
Set the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Run fofr/lcm-video2video 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": "40dc81b608eb6aac462a33027601406364ffa625ec709d75439c44fc0422192d",
"input": {
"fps": 16,
"seed": 2000,
"video": "https://replicate.delivery/pbxt/Jm6KWurXwbMM19Oyu5novOS5wUD0Y8kOQsrlIEpogFC4dSBr/image%20%281%29.mp4",
"prompt": "stars and nebula",
"max_width": 512,
"controlnet": "none",
"return_frames": false,
"guidance_scale": 6,
"prompt_strength": 0.6,
"extract_all_frames": true,
"canny_low_threshold": 100,
"num_inference_steps": 4,
"canny_high_threshold": 200,
"control_guidance_end": 1,
"control_guidance_start": 0,
"controlnet_conditioning_scale": 2
}
}' \
https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Add a payment method to run this model.
Sign in with GitHub
By signing in, you agree to our
terms of service and privacy policy
Output
{
"completed_at": "2023-11-11T12:27:50.678870Z",
"created_at": "2023-11-11T12:26:28.446590Z",
"data_removed": false,
"error": null,
"id": "adykkp3bkdjr4rcsmlewqycd74",
"input": {
"fps": 16,
"seed": 2000,
"video": "https://replicate.delivery/pbxt/Jm6KWurXwbMM19Oyu5novOS5wUD0Y8kOQsrlIEpogFC4dSBr/image%20%281%29.mp4",
"prompt": "stars and nebula",
"max_width": 512,
"controlnet": "none",
"return_frames": false,
"guidance_scale": 6,
"prompt_strength": 0.6,
"extract_all_frames": true,
"canny_low_threshold": 100,
"num_inference_steps": 4,
"canny_high_threshold": 200,
"control_guidance_end": 1,
"control_guidance_start": 0,
"controlnet_conditioning_scale": 2
},
"logs": "Using seed: 2000\nExtracting frames from video: /tmp/tmpia0dm1dsimage (1).mp4\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/tmpia0dm1dsimage (1).mp4':\nMetadata:\nmajor_brand : isom\nminor_version : 512\ncompatible_brands: isomiso2avc1mp41\nencoder : Lavf58.29.100\nDuration: 00:00:06.00, start: 0.000000, bitrate: 5590 kb/s\nStream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p, 800x800, 5586 kb/s, 30 fps, 30 tbr, 15360 tbn, 60 tbc (default)\nMetadata:\nhandler_name : VideoHandler\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/out%03d.png':\nMetadata:\nmajor_brand : isom\nminor_version : 512\ncompatible_brands: isomiso2avc1mp41\nencoder : Lavf58.76.100\nStream #0:0(und): Video: png, rgb24(pc, gbr/unknown/unknown, progressive), 800x800, q=2-31, 200 kb/s, 30 fps, 30 tbn (default)\nMetadata:\nhandler_name : VideoHandler\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= 152 fps=0.0 q=-0.0 size=N/A time=00:00:04.26 bitrate=N/A speed=8.27x\nframe= 180 fps=0.0 q=-0.0 Lsize=N/A time=00:00:06.00 bitrate=N/A speed=9.16x\nvideo:56285kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown\nExtracted 180 frames from video\nResizing frames to max width: 512\nRunning img2img pipeline on each frame\n 0%| | 0/4 [00:00<?, ?it/s]\n 25%|██▌ | 1/4 [00:00<00:00, 4.72it/s]\n100%|██████████| 4/4 [00:00<00:00, 13.28it/s]\nSaving frame: /tmp/out001.png\n 0%| | 0/4 [00:00<?, ?it/s]\n100%|██████████| 4/4 [00:00<00:00, 33.82it/s]\n100%|██████████| 4/4 [00:00<00:00, 33.78it/s]\nSaving frame: /tmp/out002.png\n 0%| | 0/4 [00:00<?, ?it/s]\n100%|██████████| 4/4 [00:00<00:00, 34.00it/s]\n100%|██████████| 4/4 [00:00<00:00, 33.96it/s]\nSaving frame: /tmp/out003.png\n 0%| | 0/4 [00:00<?, ?it/s]\n100%|██████████| 4/4 [00:00<00:00, 34.25it/s]\n100%|██████████| 4/4 [00:00<00:00, 34.21it/s]\nSaving frame: /tmp/out004.png\n 0%| | 0/4 [00:00<?, ?it/s]\n100%|██████████| 4/4 [00:00<00:00, 34.21it/s]\n100%|██████████| 4/4 [00:00<00:00, 34.18it/s]\nSaving frame: /tmp/out005.png\n 0%| | 0/4 [00:00<?, ?it/s]\n100%|██████████| 4/4 [00:00<00:00, 33.83it/s]\n100%|██████████| 4/4 [00:00<00:00, 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[00:00<00:00, 34.08it/s]\n100%|██████████| 4/4 [00:00<00:00, 34.05it/s]\nSaving frame: /tmp/out180.png\nCreating video from frames\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/out*.png':\nDuration: 00:00:11.25, start: 0.000000, bitrate: N/A\nStream #0:0: Video: png, rgb24(pc), 512x512, 16 fps, 16 tbr, 16 tbn, 16 tbc\nStream mapping:\nStream #0:0 -> #0:0 (png (native) -> h264 (libx264))\nPress [q] to stop, [?] for help\n[libx264 @ 0x56283c5169c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2\n[libx264 @ 0x56283c5169c0] profile High, level 2.2, 4:2:0, 8-bit\n[libx264 @ 0x56283c5169c0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=16 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=17.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\nOutput #0, mp4, to '/tmp/output_video.mp4':\nMetadata:\nencoder : Lavf58.76.100\nStream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 512x512, q=2-31, 16 fps, 16384 tbn\nMetadata:\nencoder : Lavc58.134.100 libx264\nSide data:\ncpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A\nframe= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 180 fps=0.0 q=-1.0 Lsize= 2002kB time=00:00:11.06 bitrate=1482.2kbits/s speed=20.1x\nvideo:1999kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.148300%\n[libx264 @ 0x56283c5169c0] frame I:3 Avg QP: 8.21 size: 17502\n[libx264 @ 0x56283c5169c0] frame P:45 Avg QP:13.80 size: 16265\n[libx264 @ 0x56283c5169c0] frame B:132 Avg QP:17.03 size: 9556\n[libx264 @ 0x56283c5169c0] consecutive B-frames: 1.7% 1.1% 1.7% 95.6%\n[libx264 @ 0x56283c5169c0] mb I I16..4: 50.8% 28.3% 20.9%\n[libx264 @ 0x56283c5169c0] mb P I16..4: 8.3% 14.8% 15.0% P16..4: 16.3% 6.3% 4.5% 0.0% 0.0% skip:34.8%\n[libx264 @ 0x56283c5169c0] mb B I16..4: 1.8% 1.8% 2.9% B16..8: 21.5% 8.1% 5.2% direct: 9.6% skip:49.1% L0:43.8% L1:39.4% BI:16.7%\n[libx264 @ 0x56283c5169c0] 8x8 transform intra:34.6% inter:39.2%\n[libx264 @ 0x56283c5169c0] coded y,uvDC,uvAC intra: 50.3% 50.3% 37.8% inter: 23.1% 20.4% 2.3%\n[libx264 @ 0x56283c5169c0] i16 v,h,dc,p: 74% 14% 7% 6%\n[libx264 @ 0x56283c5169c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 25% 11% 48% 2% 3% 3% 3% 3% 3%\n[libx264 @ 0x56283c5169c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 26% 12% 19% 7% 7% 8% 6% 8% 7%\n[libx264 @ 0x56283c5169c0] i8c dc,h,v,p: 62% 11% 20% 7%\n[libx264 @ 0x56283c5169c0] Weighted P-Frames: Y:13.3% UV:8.9%\n[libx264 @ 0x56283c5169c0] ref P L0: 47.0% 11.6% 25.4% 13.6% 2.4%\n[libx264 @ 0x56283c5169c0] ref B L0: 81.0% 15.0% 4.0%\n[libx264 @ 0x56283c5169c0] ref B L1: 93.1% 6.9%\n[libx264 @ 0x56283c5169c0] kb/s:1454.81",
"metrics": {
"predict_time": 58.198844,
"total_time": 82.23228
},
"output": [
"https://replicate.delivery/pbxt/dJQ2Y4ByfuzMMSqHSBHjrpBskKoTxuPYFe92eFbatXdKqkujA/output_video.mp4"
],
"started_at": "2023-11-11T12:26:52.480026Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/adykkp3bkdjr4rcsmlewqycd74",
"cancel": "https://api.replicate.com/v1/predictions/adykkp3bkdjr4rcsmlewqycd74/cancel"
},
"version": "5aa3d1b1babdfc6f05afae142bbcac7a23d14c653643333ea43ca5b9fcfed6b6"
}Generated in
Using seed: 2000
Extracting frames from video: /tmp/tmpia0dm1dsimage (1).mp4
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/tmpia0dm1dsimage (1).mp4':
Metadata:
major_brand : isom
minor_version : 512
compatible_brands: isomiso2avc1mp41
encoder : Lavf58.29.100
Duration: 00:00:06.00, start: 0.000000, bitrate: 5590 kb/s
Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p, 800x800, 5586 kb/s, 30 fps, 30 tbr, 15360 tbn, 60 tbc (default)
Metadata:
handler_name : VideoHandler
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/out%03d.png':
Metadata:
major_brand : isom
minor_version : 512
compatible_brands: isomiso2avc1mp41
encoder : Lavf58.76.100
Stream #0:0(und): Video: png, rgb24(pc, gbr/unknown/unknown, progressive), 800x800, q=2-31, 200 kb/s, 30 fps, 30 tbn (default)
Metadata:
handler_name : VideoHandler
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= 152 fps=0.0 q=-0.0 size=N/A time=00:00:04.26 bitrate=N/A speed=8.27x
frame= 180 fps=0.0 q=-0.0 Lsize=N/A time=00:00:06.00 bitrate=N/A speed=9.16x
video:56285kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown
Extracted 180 frames from video
Resizing frames to max width: 512
Running img2img pipeline on each frame
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Creating video from frames
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/out*.png':
Duration: 00:00:11.25, start: 0.000000, bitrate: N/A
Stream #0:0: Video: png, rgb24(pc), 512x512, 16 fps, 16 tbr, 16 tbn, 16 tbc
Stream mapping:
Stream #0:0 -> #0:0 (png (native) -> h264 (libx264))
Press [q] to stop, [?] for help
[libx264 @ 0x56283c5169c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2
[libx264 @ 0x56283c5169c0] profile High, level 2.2, 4:2:0, 8-bit
[libx264 @ 0x56283c5169c0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=16 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=17.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to '/tmp/output_video.mp4':
Metadata:
encoder : Lavf58.76.100
Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 512x512, q=2-31, 16 fps, 16384 tbn
Metadata:
encoder : Lavc58.134.100 libx264
Side data:
cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A
frame= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x
frame= 180 fps=0.0 q=-1.0 Lsize= 2002kB time=00:00:11.06 bitrate=1482.2kbits/s speed=20.1x
video:1999kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.148300%
[libx264 @ 0x56283c5169c0] frame I:3 Avg QP: 8.21 size: 17502
[libx264 @ 0x56283c5169c0] frame P:45 Avg QP:13.80 size: 16265
[libx264 @ 0x56283c5169c0] frame B:132 Avg QP:17.03 size: 9556
[libx264 @ 0x56283c5169c0] consecutive B-frames: 1.7% 1.1% 1.7% 95.6%
[libx264 @ 0x56283c5169c0] mb I I16..4: 50.8% 28.3% 20.9%
[libx264 @ 0x56283c5169c0] mb P I16..4: 8.3% 14.8% 15.0% P16..4: 16.3% 6.3% 4.5% 0.0% 0.0% skip:34.8%
[libx264 @ 0x56283c5169c0] mb B I16..4: 1.8% 1.8% 2.9% B16..8: 21.5% 8.1% 5.2% direct: 9.6% skip:49.1% L0:43.8% L1:39.4% BI:16.7%
[libx264 @ 0x56283c5169c0] 8x8 transform intra:34.6% inter:39.2%
[libx264 @ 0x56283c5169c0] coded y,uvDC,uvAC intra: 50.3% 50.3% 37.8% inter: 23.1% 20.4% 2.3%
[libx264 @ 0x56283c5169c0] i16 v,h,dc,p: 74% 14% 7% 6%
[libx264 @ 0x56283c5169c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 25% 11% 48% 2% 3% 3% 3% 3% 3%
[libx264 @ 0x56283c5169c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 26% 12% 19% 7% 7% 8% 6% 8% 7%
[libx264 @ 0x56283c5169c0] i8c dc,h,v,p: 62% 11% 20% 7%
[libx264 @ 0x56283c5169c0] Weighted P-Frames: Y:13.3% UV:8.9%
[libx264 @ 0x56283c5169c0] ref P L0: 47.0% 11.6% 25.4% 13.6% 2.4%
[libx264 @ 0x56283c5169c0] ref B L0: 81.0% 15.0% 4.0%
[libx264 @ 0x56283c5169c0] ref B L1: 93.1% 6.9%
[libx264 @ 0x56283c5169c0] kb/s:1454.81This output was created using a different version of the model, fofr/lcm-video2video:5aa3d1b1.
Examples
Run time and cost
This model costs approximately $0.13 to run on Replicate, or 7 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.
This model runs on Nvidia L40S GPU hardware. Predictions typically complete within 137 seconds. The predict time for this model varies significantly based on the inputs.