mmyolo
mmaction2
| mmyolo | mmaction2 | |
|---|---|---|
| 1 | 5 | |
| 2,708 | 3,902 | |
| 3.2% | 2.0% | |
| 4.5 | 7.2 | |
| 2 days ago | 24 days ago | |
| Python | Python | |
| GNU General Public License v3.0 only | 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.
mmyolo
-
MMDeploy: Deploy All the Algorithms of OpenMMLab
MMYOLO: OpenMMLab YOLO series toolbox and benchmark
mmaction2
-
How good does contextual action recognition get?
Mmaction2: https://github.com/open-mmlab/mmaction2 Has some examples.
-
MMDeploy: Deploy All the Algorithms of OpenMMLab
MMAction2: OpenMMLab's next-generation action understanding toolbox and benchmark.
-
[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.
-
Textbook or blogs for video understanding
No book or blog, but a great framework: https://github.com/open-mmlab/mmaction2
-
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
What are some alternatives?
mmdetection - OpenMMLab Detection Toolbox and Benchmark
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
compare_gan - Compare GAN code.
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.
mmflow - OpenMMLab optical flow toolbox and benchmark
mmpretrain - OpenMMLab Pre-training Toolbox and Benchmark
temporal-shift-module - [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
hcaptcha-challenger - 🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
segment-anything-video - MetaSeg: Packaged version of the Segment Anything repository