Sign Language Tools
Python library containing various tools for sign language processing.
This project is in an early stage of development. Do not hesitate to contribute!
📖 Documentation: ppoitier.github.io/sign-language-tools
Why?
Why not? It is useful to us, therefore it may be useful to you?
What's included?
- Pose — Extract MediaPipe holistic landmarks from video, connectivity/edge definitions for MediaPipe and OpenPose skeletons, data-augmentation and preprocessing transforms (interpolation, resampling, smoothing, normalization, cropping, ...), and matplotlib plotting for landmarks.
- Video — Decode video files frame by frame, and PyTorch-compatible transforms for video tensors (temporal crop, temporal padding).
- Video Player — A modular, OpenCV-based player to visualize a video alongside its pose landmarks, annotation segments, time series or heatmaps.
- Annotations — Transforms to manipulate segment-based annotations (merging, scaling, converting to frame labels or BIO tags, ...), plus IoU/NMS utilities and a timeline plot.
- Common transforms — Small, data-agnostic building blocks (
Compose,Concatenate,Randomize, ...) used to build transform pipelines across the other submodules.
This library pairs with sign-language-data-loading,
which loads poses, videos and annotations from a dataset on disk — see the
docs for a full example combining
the two.
Installation
pip install sign-language-tools
See the installation guide for details and optional dependencies.
What's next?
- More data augmentation and plotting!
- More tools for annotations.
- Tools for image processing.
- To be discussed...
Release files for sign-language-tools 1.0.0
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| File | Size | Uploaded | Provenance | Actions |
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|---|---|---|---|---|
| sign_language_tools-1.0.0-py3-none-any.whl | Python 3 | none | any | Details for sign_language_tools-1.0.0-py3-none-any.whl |
Total release size: 193.7 kB
Release files / sign_language_tools-1.0.0.tar.gz
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