mmaction2
mmhuman3d
| mmaction2 | mmhuman3d | |
|---|---|---|
| 5 | 5 | |
| 3,902 | 1,124 | |
| 2.0% | 1.9% | |
| 7.2 | 2.5 | |
| 23 days ago | 6 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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mmaction2
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How good does contextual action recognition get?
Mmaction2: https://github.com/open-mmlab/mmaction2 Has some examples.
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMAction2: OpenMMLab's next-generation action understanding toolbox and benchmark.
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[D] Deep Learning Framework for C++.
I agree with you for most of the time this can work but there are some models that have certain layers that are not supported by ONNX. An example would be Spatiotemporal models in mmaction2 from open-mmlab.
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Textbook or blogs for video understanding
No book or blog, but a great framework: https://github.com/open-mmlab/mmaction2
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Applications of Deep Neural Networks [pdf]
shameless ad: try mmaction2, where every result is reproducible https://github.com/open-mmlab/mmaction2 . Modelzoo: https://mmaction2.readthedocs.io/en/latest/modelzoo.html
mmhuman3d
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMHuman3D: OpenMMLab 3D human parametric model toolbox and benchmark.
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What software can convert camera footage to a skeleton animation?
You might want to check out https://github.com/open-mmlab/mmhuman3d and https://github.com/google/mediapipe
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MMHuman3D
We have released an @OpenMMLab human pose and shape estimation toolbox "MMHuman3D":
https://github.com/open-mmlab/mmhuman3d
- Popular methods with a modular framework
What are some alternatives?
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
compare_gan - Compare GAN code.
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
mmflow - OpenMMLab optical flow toolbox and benchmark
temporal-shift-module - [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
mim - MIM Installs OpenMMLab Packages
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
mmcv - OpenMMLab Computer Vision Foundation
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
openvino - OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference