Transloadit
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Handling uploads
  • /upload/handle
    Handle uploads
File importing
  • /azure/import
    Import files from Azure
  • /backblaze/import
    Import files from Backblaze
  • /box/import
    Import files from Box
  • /cloudfiles/import
    Import files from Rackspace Cloud Files
  • /cloudflare/import
    Import files from Cloudflare R2
  • /digitalocean/import
    Import files from DigitalOcean Spaces
  • /dropbox/import
    Import files from Dropbox
  • /ftp/import
    Import files from FTP servers
  • /google/import
    Import files from Google Storage
  • /http/import
    Import files from web servers
  • /minio/import
    Import files from MinIO
  • /s3/import
    Import files from Amazon S3
  • /sftp/import
    Import files from SFTP servers
  • /supabase/import
    Import files from Supabase
  • /swift/import
    Import files from Openstack/Swift
  • /tigris/import
    Import files from Tigris
  • /vimeo/import
    Import videos from Vimeo
  • /wasabi/import
    Import files from Wasabi
Video encoding
  • /video/adaptive
    Convert videos to HLS, MPEG-Dash and CMAF
  • /video/artwork
    Extract or insert video artwork
  • /video/concat
    Concatenate videos
  • /video/encode
    Transcode, resize, or watermark videos
  • /video/merge
    Merge video, audio, images into one video
  • /video/ondemand
    Stream videos with on-demand encoding
  • /video/split
    Split video
  • /video/subtitle
    Add subtitles to videos
  • /video/thumbs
    Extract thumbnails from videos
  • Video presets
Audio encoding
  • /audio/artwork
    Extract or insert audio artwork
  • /audio/concat
    Concatenate audio
  • /audio/split
    Split audio
  • /audio/encode
    Encode audio
  • /audio/loop
    Loop audio
  • /audio/merge
    Merge audio files into one
  • /audio/waveform
    Generate waveform images from audio
  • Audio presets
Image manipulation
  • /image/bgremove
    Remove the background from images
  • /image/merge
    Merge several images into one image
  • /image/optimize
    Optimize images without quality loss
  • /image/resize
    Convert, resize, or watermark images
Artificial intelligence
  • /document/ocr
    Recognize text in documents (OCR)
  • /image/describe
    Recognize objects in images
  • /image/facedetect
    Detect faces in images
  • /image/generate
    Generate images from text prompts
  • /image/upscale
    Upscale images
  • /image/ocr
    Recognize text in images (OCR)
  • /speech/transcribe
    Transcribe speech in audio or video files
  • /text/speak
    Synthesize speech in documents
  • /text/translate
    Translate text in documents
  • /ai/chat
    Generate AI chat responses
  • /video/generate
    Generate videos from text prompts
Document processing
  • /document/autorotate
    Auto-rotate documents
  • /document/convert
    Convert documents into different formats
  • /document/merge
    Merge documents into one
  • /document/optimize
    Optimize PDF file size
  • /file/read
    Read file contents
  • /document/split
    Extracts pages
  • /document/thumbs
    Extract thumbnail images from documents
  • /html/convert
    Take screenshots of webpages or HTML files
File filtering
  • /file/filter
    Filter files
  • /file/verify
    Verify the file type
  • /file/virusscan
    Scan files for viruses
Code evaluation
  • /script/run
    Run scripts in Assemblies
Media cataloging
  • /file/hash
    Hash files
  • /file/preview
    Generate a preview thumbnail
  • /meta/write
    Write metadata to media
File compressing
  • /file/compress
    Compress files
  • /file/decompress
    Decompress archives
File exporting
  • Downloading
  • /azure/store
    Export files to Microsoft Azure
  • /backblaze/store
    Export files to Backblaze
  • /box/store
    Export files to Box
  • /cloudfiles/store
    Export files to Rackspace Cloud Files
  • /cloudflare/store
    Export files to Cloudflare R2
  • /digitalocean/store
    Export files to DigitalOcean Spaces
  • /dropbox/store
    Export files to Dropbox
  • /ftp/store
    Export files to FTP servers
  • /google/store
    Export files to Google Storage
  • /minio/store
    Export files to MinIO
  • /s3/store
    Export files to Amazon S3
  • /sftp/store
    Export files to SFTP servers
  • /supabase/store
    Export files to Supabase
  • /swift/store
    Export files to OpenStack/Swift
  • /tigris/store
    Export files to Tigris
  • /tus/store
    Export files to Tus-compatible servers
  • /vimeo/store
    Export files to Vimeo
  • /wasabi/store
    Export files to Wasabi
  • /youtube/store
    Export files to YouTube
Smart CDN
  • /file/serve
    Serve files to web browsers
  • /tlcdn/deliver
    Cache and deliver files globally
  • Pricing

Extract thumbnails from videos

🤖/video/thumbs extracts any number of images from videos for use as previews.

Note

Even though thumbnails are extracted from videos in parallel, we sort the thumbnails before adding them to the Assembly results. So the order in which they appear there reflects the order in which they appear in the video. You can also make sure by checking the thumb_index meta key.

Usage example

Extract 10 thumbnails from each uploaded video:

{
  "steps": {
    "thumbnailed": {
      "robot": "/video/thumbs",
      "use": ":original",
      "count": 10,
      "ffmpeg_stack": "v6"
    }
  }
}

Parameters

  • interpolate

    boolean | Record<string, boolean>

    Controls whether Assembly Variables are interpolated for individual instruction fields.

    By default, most Robot instruction fields interpolate Assembly Variables. Set this to false to treat every instruction field as literal text, or set an individual field path to false to treat only that field as literal text. For Robot-specific fields that are literal by default, set this to true or set that field path to true to opt back into interpolation.

    Use field names such as path, or dotted paths such as ffmpeg.vf for nested objects.

  • output_meta

    Record<string, boolean> | boolean | Array<string>

    Allows you to specify a set of metadata that is more expensive on CPU power to calculate, and thus is disabled by default to keep your Assemblies processing fast.

    For images, you can add "has_transparency": true in this object to extract if the image contains transparent parts and "dominant_colors": true to extract an array of hexadecimal color codes from the image.

    For images, you can also add "blurhash": true to extract a BlurHash string — a compact representation of a placeholder for the image, useful for showing a blurred preview while the full image loads.

    For videos, you can add the "colorspace: true" parameter to extract the colorspace of the output video.

    For audio, you can add "mean_volume": true to get a single value representing the mean average volume of the audio file.

    You can also set this to false to skip metadata extraction and speed up transcoding.

  • result

    boolean (default: false)

    Whether the results of this Step should be present in the Assembly Status JSON

  • queue

    batch

    Setting the queue to 'batch', manually downgrades the priority of jobs for this step to avoid consuming Priority job slots for jobs that don't need zero queue waiting times

  • force_accept

    boolean (default: false)

    Force a Robot to accept a file type it would have ignored.

    By default, Robots ignore files they are not familiar with. 🤖/video/encode, for example, will happily ignore input images.

    With the force_accept parameter set to true, you can force Robots to accept all files thrown at them. This will typically lead to errors and should only be used for debugging or combatting edge cases.

  • ignore_errors

    boolean | Array<meta | execute> (default: [])

    Ignore errors during specific phases of processing.

    Setting this to ["meta"] will cause the Robot to ignore errors during metadata extraction.

    Setting this to ["execute"] will cause the Robot to ignore errors during the main execution phase.

    Setting this to true is equivalent to ["meta", "execute"] and will ignore errors in both phases.

  • use

    string | Array<string> | Array<object> | object

    Specifies which Step(s) to use as input.

    • You can pick any names for Steps except ":original" (reserved for user uploads handled by Transloadit)
    • You can provide several Steps as input with arrays:
      {
        "use": [
          ":original",
          "encoded",
          "resized"
        ]
      }
      
    • You can also tag an input Step with as to pass semantic intent to robots:
    • You can also tag input Steps with as to pass semantic intent to robots:
      {
        "use": [
          {
            "name": ":original",
            "as": "image"
          },
          {
            "name": ":original",
            "as": "mask"
          }
        ]
      }
      
    Tip

    That's likely all you need to know about use, but you can view Advanced use cases.

  • ffmpeg

    object

    A parameter object to be passed to FFmpeg. If a preset is used, the options specified are merged on top of the ones from the preset. For available options, see the FFmpeg documentation. Options specified here take precedence over the preset options.

  • ffmpeg_stack

    v5 | v6 | v7 | string (default: "v6.0.0")

    Selects the FFmpeg stack version to use for encoding. These versions reflect real FFmpeg versions. We currently recommend to use "v6.0.0".

  • count

    string | number (default: 8)

    The number of thumbnails to be extracted. As some videos have incorrect durations, the actual number of thumbnails generated may be less in rare cases. The maximum number of thumbnails we currently allow is 999.

    The thumbnails are taken at regular intervals, determined by dividing the video duration by the count. For example, a count of 3 will produce thumbnails at 25%, 50% and 75% through the video.

    To extract thumbnails for specific timestamps, use the offsets parameter.

  • offsets

    Array<string | number> | Array<string> (default: [])

    An array of offsets representing seconds of the file duration, such as [ 2, 45, 120 ]. Millisecond durations of a file can also be used by using decimal place values. For example, an offset from 1250 milliseconds would be represented with 1.25. Offsets can also be percentage values such as [ "2%", "50%", "75%" ].

    This option cannot be used with the count parameter, and takes precedence if both are specified. Out-of-range offsets are silently ignored.

  • format

    jpeg | jpg | png (default: "jpeg")

    The format of the extracted thumbnail. Supported values are "jpg", "jpeg" and "png". Even if you specify the format to be "jpeg" the resulting thumbnails will have a "jpg" file extension.

  • width

    string | number

    The width of the thumbnail, in pixels. Defaults to the original width of the video.

  • height

    string | number

    The height of the thumbnail, in pixels. Defaults to the original height of the video.

  • resize_strategy

    crop | fit | fillcrop | min_fit | pad | stretch (default: "pad")

    One of the available resize strategies.

  • background

    string (default: "#00000000")

    The background color of the resulting thumbnails in the "rrggbbaa" format (red, green, blue, alpha) when used with the "pad" resize strategy. The default color is black.

  • rotate

    0 | 90 | 180 | 270 | 360 (default: 0)

    Forces the video to be rotated by the specified degree integer. Currently, only multiples of 90 are supported. We automatically correct the orientation of many videos when the orientation is provided by the camera. This option is only useful for videos requiring rotation because it was not detected by the camera.

  • input_codec

    string

    Specifies the input codec to use when decoding the video. This is useful for videos with special codecs that require specific decoders.

Demos

  • Encode video, extract thumbnails and store on S3
  • Service to convert any video to animated GIF

Related blog posts

  • Enhancing FFmpeg for superior encoding performance July 30, 2015
  • Launching Transloadit's Zapier integration in beta October 27, 2017
  • New pricing model for future Transloadit customers February 7, 2018
  • Exploring the /google/store Robot in Re-Loadit series March 1, 2019
← /video/subtitle/audio/artwork →
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