mmaction2
mmrotate
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| mmaction2 | mmrotate | |
|---|---|---|
| 5 | 4 | |
| 3,884 | 1,722 | |
| 3.3% | 3.7% | |
| 7.8 | 2.5 | |
| 17 days ago | about 2 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
mmrotate
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This Artificial Intelligence (AI) Paper Proposes a Novel Differentiable Angle Coder Named Phase Shifting Coder (PSC) to Accurately Predict the Orientation of Objects
Quick Read: https://www.marktechpost.com/2022/11/22/this-artificial-intelligence-ai-paper-proposes-a-novel-differentiable-angle-coder-named-phase-shifting-coder-psc-to-accurately-predict-the-orientation-of-objects/ Paper: https://arxiv.org/pdf/2211.06368v1.pdf Code: https://github.com/open-mmlab/mmrotate
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMRotate: OpenMMLab rotated object detection toolbox and benchmark.
- MMRotate – Rotated Object Detection
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MMRotate: A step forward for MMDetection!
MMRotate GitHub
What are some alternatives?
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
a-PyTorch-Tutorial-to-Object-Detection - SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
compare_gan - Compare GAN code.
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
mmflow - OpenMMLab optical flow toolbox and benchmark
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
temporal-shift-module - [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
mmyolo - OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
deep-diamond - A fast Clojure Tensor & Deep Learning library
mmcv - OpenMMLab Computer Vision Foundation