mmaction2
mmflow
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| mmaction2 | mmflow | |
|---|---|---|
| 5 | 5 | |
| 3,884 | 889 | |
| 3.3% | 3.1% | |
| 7.8 | 0.0 | |
| 16 days ago | 8 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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
mmflow
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMFlow: OpenMMLab optical flow toolbox and benchmark.
- A new member of OpenMMLab -MMFlow
- MMFlow: OpenMMLab Optical Flow Toolbox and Benchmark
What are some alternatives?
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
compare_gan - Compare GAN code.
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
temporal-shift-module - [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
mmdeploy - OpenMMLab Model Deployment Framework
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
text2cinemagraph - Text2Cinemagraph: Text-Guided Synthesis of Eulerian Cinemagraphs [SIGGRAPH ASIA 2023]
deep-diamond - A fast Clojure Tensor & Deep Learning library
mmtracking - OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.