fofr/video-to-frames – Run with an API on Replicate

fofr / video-to-frames

Split a video into frames

Cold

Public
14.4K runs
CPU
GitHub
License

Iterate in playground

Run with an API

Playground API Examples README Versions

Input

Run this model in Node.js with one line of code:

npx create-replicate --model=fofr/video-to-frames

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set 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/video-to-frames using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "fofr/video-to-frames:ad9374d1b385c86948506b3ad287af9fca23e796685221782d9baa2bc43f14a9",
  {
    input: {
      fps: 1,
      video: "https://replicate.delivery/pbxt/IyGrnQFpUDNQDt0Frbw6vRUTGqHjjYygsss9h1X7pmCmlh2I/output.mp4",
      extract_all_frames: false
    }
  }
);

// 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 replicate

Set 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 replicate

Run fofr/video-to-frames using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "fofr/video-to-frames:ad9374d1b385c86948506b3ad287af9fca23e796685221782d9baa2bc43f14a9",
    input={
        "fps": 1,
        "video": "https://replicate.delivery/pbxt/IyGrnQFpUDNQDt0Frbw6vRUTGqHjjYygsss9h1X7pmCmlh2I/output.mp4",
        "extract_all_frames": False
    }
)
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/video-to-frames 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": "fofr/video-to-frames:ad9374d1b385c86948506b3ad287af9fca23e796685221782d9baa2bc43f14a9",
    "input": {
      "fps": 1,
      "video": "https://replicate.delivery/pbxt/IyGrnQFpUDNQDt0Frbw6vRUTGqHjjYygsss9h1X7pmCmlh2I/output.mp4",
      "extract_all_frames": false
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2023-06-09T13:17:38.167555Z",
  "created_at": "2023-06-09T13:17:33.823088Z",
  "data_removed": false,
  "error": null,
  "id": "pzxq6yh6djfsljmeep7ibpoz6q",
  "input": {
    "fps": 1,
    "video": "https://replicate.delivery/pbxt/IyGrnQFpUDNQDt0Frbw6vRUTGqHjjYygsss9h1X7pmCmlh2I/output.mp4"
  },
  "logs": "ffmpeg version 4.3.6-0+deb11u1 Copyright (c) 2000-2023 the FFmpeg developers\nbuilt with gcc 10 (Debian 10.2.1-6)\nconfiguration: --prefix=/usr --extra-version=0+deb11u1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --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-librsvg --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-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil      56. 51.100 / 56. 51.100\nlibavcodec     58. 91.100 / 58. 91.100\nlibavformat    58. 45.100 / 58. 45.100\nlibavdevice    58. 10.100 / 58. 10.100\nlibavfilter     7. 85.100 /  7. 85.100\nlibavresample   4.  0.  0 /  4.  0.  0\nlibswscale      5.  7.100 /  5.  7.100\nlibswresample   3.  7.100 /  3.  7.100\nlibpostproc    55.  7.100 / 55.  7.100\nInput #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpdapai8saoutput.mp4':\nMetadata:\nmajor_brand     : isom\nminor_version   : 512\ncompatible_brands: isomiso2avc1mp41\nencoder         : Lavf59.27.100\nDuration: 00:00:10.58, start: 0.000000, bitrate: 149 kb/s\nStream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(tv, bt709), 512x512, 147 kb/s, 12 fps, 12 tbr, 12288 tbn, 24 tbc (default)\nMetadata:\nhandler_name    : Core Media Video\nencoder         : Lavc59.37.100 libx264\nStream mapping:\nStream #0:0 -> #0:0 (h264 (native) -> png (native))\nPress [q] to stop, [?] for help\nOutput #0, image2, to '/tmp/frames/out%03d.png':\nMetadata:\nmajor_brand     : isom\nminor_version   : 512\ncompatible_brands: isomiso2avc1mp41\nencoder         : Lavf58.45.100\nStream #0:0(und): Video: png, rgb24, 512x512, q=2-31, 200 kb/s, 1 fps, 1 tbn, 1 tbc (default)\nMetadata:\nhandler_name    : Core Media Video\nencoder         : Lavc58.91.100 png\nframe=   11 fps=0.0 q=-0.0 Lsize=N/A time=00:00:11.00 bitrate=N/A speed=82.4x\nvideo:1208kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown",
  "metrics": {
    "predict_time": 2.364724,
    "total_time": 4.344467
  },
  "output": [
    "https://replicate.delivery/pbxt/Pal2KnlXrZpyGpBgLeXiXFIJLWfcFEQ8nQbfVoWTK2FgDbIiA/out001.png",
    "https://replicate.delivery/pbxt/54aqU9dVK94dM9p2ojtR5kWZIVdBsEM2yHfe7LCjd2pwhNERA/out002.png",
    "https://replicate.delivery/pbxt/Cw3LBsqxAG57H9Gy1yx46yRp1AzE4T1zMFelJVlyZ3J4wGiIA/out003.png",
    "https://replicate.delivery/pbxt/OQnUkDr1TmIjFdZ7Irp7erxeZEVIuKaUL0pQxxspZCzwhNERA/out004.png",
    "https://replicate.delivery/pbxt/f96M2hdx0pX5EqJM24r7BIhguAXZuPIw9fcHzMKksqUwhNERA/out005.png",
    "https://replicate.delivery/pbxt/F0x6e2PWbdRXFqZNG4eslXfv7Syjb3XJKIqTDMxtfViHH2QEB/out006.png",
    "https://replicate.delivery/pbxt/fvYEGZgo782NfkSZ8GcfpaZbfZEnuYjXVUkf08sdrNcMOshIC/out007.png",
    "https://replicate.delivery/pbxt/BqkFUWSdFjYZK9LuD1mW1xxpHFnySXxzeKTfV5VpFUOxhNERA/out008.png",
    "https://replicate.delivery/pbxt/IeQJZ60ruLQJFiKjmQWIfsqKladhqKDc1eyT8TYt9jYjDbIiA/out009.png",
    "https://replicate.delivery/pbxt/5RfCpAVanOyQDKS7Ou9ZAyEkTXGRXi77mHW2wLVBIjr4wGiIA/out010.png",
    "https://replicate.delivery/pbxt/L87eB0rwbMxZfUul6uhDKPzffv0GSvWk4NAoGVS4YwZHH2QEB/out011.png"
  ],
  "started_at": "2023-06-09T13:17:35.802831Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/pzxq6yh6djfsljmeep7ibpoz6q",
    "cancel": "https://api.replicate.com/v1/predictions/pzxq6yh6djfsljmeep7ibpoz6q/cancel"
  },
  "version": "85c6b8da087f3e6e27611811ce0f44c961e80af295ec1a6521fe7d9bc4bf7d6d"
}

Generated in

2.4 seconds

Tweak itReport

ffmpeg version 4.3.6-0+deb11u1 Copyright (c) 2000-2023 the FFmpeg developers
built with gcc 10 (Debian 10.2.1-6)
configuration: --prefix=/usr --extra-version=0+deb11u1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --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-librsvg --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-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared
libavutil      56. 51.100 / 56. 51.100
libavcodec     58. 91.100 / 58. 91.100
libavformat    58. 45.100 / 58. 45.100
libavdevice    58. 10.100 / 58. 10.100
libavfilter     7. 85.100 /  7. 85.100
libavresample   4.  0.  0 /  4.  0.  0
libswscale      5.  7.100 /  5.  7.100
libswresample   3.  7.100 /  3.  7.100
libpostproc    55.  7.100 / 55.  7.100
Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/tmp/tmpdapai8saoutput.mp4':
Metadata:
major_brand     : isom
minor_version   : 512
compatible_brands: isomiso2avc1mp41
encoder         : Lavf59.27.100
Duration: 00:00:10.58, start: 0.000000, bitrate: 149 kb/s
Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(tv, bt709), 512x512, 147 kb/s, 12 fps, 12 tbr, 12288 tbn, 24 tbc (default)
Metadata:
handler_name    : Core Media Video
encoder         : Lavc59.37.100 libx264
Stream mapping:
Stream #0:0 -> #0:0 (h264 (native) -> png (native))
Press [q] to stop, [?] for help
Output #0, image2, to '/tmp/frames/out%03d.png':
Metadata:
major_brand     : isom
minor_version   : 512
compatible_brands: isomiso2avc1mp41
encoder         : Lavf58.45.100
Stream #0:0(und): Video: png, rgb24, 512x512, q=2-31, 200 kb/s, 1 fps, 1 tbn, 1 tbc (default)
Metadata:
handler_name    : Core Media Video
encoder         : Lavc58.91.100 png
frame=   11 fps=0.0 q=-0.0 Lsize=N/A time=00:00:11.00 bitrate=N/A speed=82.4x
video:1208kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown

This output was created using a different version of the model, fofr/video-to-frames:85c6b8da.

Examples

View more examples

Run time and cost

This model costs approximately $0.0012 to run on Replicate, or 833 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 CPU hardware. Predictions typically complete within 12 seconds. The predict time for this model varies significantly based on the inputs.

Readme

A toolkit model that can be used to preprocess a video into individual frames, so they can be passed into models.