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README.md

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# DFKI - Sign Language - Video Processing Tools
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This is a repository of a set of command-line tools to preprocess videos for sign language analysis.
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This project aggregates a set of video analysis libraries and picks the best of their features for analysing human body movement with the goal of extracting relevant information for **sign language analysis** (i.e.: hands, fingers, face, lips, head, upper-body).
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These scripts rely on a number of body/face analysis libraries (e.g., MediaPipe, OpenPose, ...) to analyse and extract information of the body parts incolved in sign language utterances. For example, identifying the location of hands/face, cropping at specified bounds, extracting landmarks, ...and the like.
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The outcome is a set of command-line tools and procedures taking a video as input, and producing as output other videos or a stream of numerical features.
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The scripts are architected to be chained with dependency tools like Make.
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The code relies on a number of body/face analysis libraries:
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* [MediaPipe](https://mediapipe.dev) -- to extract body and face landmarks
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* [OpenPose](https://github.com/CMU-Perceptual-Computing-Lab/openpose), ...) -- for full body 3D landmarks extraction
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* [kkroening ffmpeg python](https://kkroening.github.io/ffmpeg-python/) -- to en/decode videos
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* ... more to come
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The scripts are heavily based on the [kkroening ffmpeg python](https://kkroening.github.io/ffmpeg-python/) bindings.
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## Installation
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