├── .gitignore ├── LICENSE ├── README.md ├── data ├── data_pipeline │ ├── Dockerfile │ ├── build_records.py │ ├── dataloader.py │ └── process.py ├── interim │ └── 01411.parquet ├── processed │ └── fold3-1-140.tfrecords └── raw │ └── 01411.mp4 ├── images ├── api-list.png ├── demo.gif ├── deployment-single-vm.png ├── frontend-1.png ├── frontend-2.png ├── solution-arch.png └── technical-arch.png ├── model ├── Dockerfile ├── Pipfile ├── capy-trainer.tar.gz ├── cli.sh ├── docker-shell.sh ├── entrypoint.sh ├── package-trainer.sh ├── package │ ├── PKG-INFO │ ├── capy-trainer │ │ ├── __init__.py │ │ └── task.py │ ├── setup.cfg │ └── setup.py └── requirements.txt ├── models └── .gitkeep ├── notebooks ├── .gitkeep ├── eda.ipynb └── model_testing.ipynb ├── preprocessing ├── csv_to_parquet.ipynb ├── gcp-upload.ipynb └── video_to_landmark_csv.ipynb ├── references ├── .gitkeep ├── 2020.coling-main.525.pdf ├── Camgoz_Neural_Sign_Language_CVPR_2018_paper.pdf ├── methods.md └── sign_language_transformers.pdf ├── requirements.txt ├── src ├── api-service │ ├── .gitkeep │ ├── Dockerfile │ ├── Pipfile │ ├── Pipfile.lock │ ├── api │ │ ├── local_model │ │ │ └── asl_model.h5 │ │ ├── model.py │ │ ├── service.py │ │ ├── test.mp4 │ │ └── tracker.py │ ├── docker-entrypoint.sh │ ├── docker-shell.bat │ └── docker-shell.sh ├── data-collector │ └── .gitkeep ├── data-processor │ ├── Dockerfile │ ├── Pipfile │ ├── Pipfile.lock │ ├── cli.py │ ├── docker-shell.sh │ ├── entrypoint.sh │ ├── requirements.txt │ └── wlasl_deploy_video │ │ ├── 60578.mp4 │ │ └── 70349.mp4 ├── deployment │ └── .gitkeep ├── frontend │ ├── .env.development │ ├── .env.production │ ├── .gitignore │ ├── .gitkeep │ ├── Dockerfile │ ├── Dockerfile.dev │ ├── docker-shell.bat │ ├── docker-shell.sh │ ├── package-lock.json │ ├── package.json │ ├── public │ │ ├── favicon.ico │ │ ├── index.html │ │ └── manifest.json │ ├── src │ │ ├── app │ │ │ ├── App.css │ │ │ ├── App.js │ │ │ ├── AppRoutes.js │ │ │ ├── Theme.js │ │ │ ├── VideoUpload.js │ │ │ ├── index.js │ │ │ └── styles.css │ │ ├── common │ │ │ ├── Content │ │ │ │ ├── index.js │ │ │ │ └── styles.js │ │ │ ├── Footer │ │ │ │ ├── index.js │ │ │ │ └── styles.js │ │ │ └── Header │ │ │ │ ├── index.js │ │ │ │ └── styles.js │ │ ├── components │ │ │ ├── Currentmodel │ │ │ │ ├── index.js │ │ │ │ └── styles.js │ │ │ ├── Error │ │ │ │ └── 404.js │ │ │ └── Home │ │ │ │ ├── background.png │ │ │ │ ├── index.js │ │ │ │ └── styles.js │ │ ├── index.css │ │ ├── index.js │ │ └── services │ │ │ ├── Common.js │ │ │ └── DataService.js │ └── yarn.lock ├── model-deploy │ └── .gitkeep ├── model-prediction │ ├── Dockerfile │ ├── Pipfile │ ├── Pipfile.lock │ ├── cli.py │ ├── docker-shell.sh │ ├── entrypoint.sh │ ├── islr-fp16-192-8-seed42-foldall-full.h5 │ └── requirements.txt └── workflow │ └── .gitkeep └── test_project.py /.gitignore: -------------------------------------------------------------------------------- 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