Video-Dataset-Loading-Pytorch
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops. (by RaivoKoot)
mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark (by open-mmlab)
| Video-Dataset-Loading-Pytorch | mmaction2 | |
|---|---|---|
| 2 | 5 | |
| 447 | 4,322 | |
| - | 1.5% | |
| 0.0 | 3.5 | |
| almost 2 years ago | 4 months ago | |
| Python | Python | |
| BSD 2-clause "Simplified" License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
Video-Dataset-Loading-Pytorch
Posts with mentions or reviews of Video-Dataset-Loading-Pytorch.
We have used some of these posts to build our list of alternatives
and similar projects.
mmaction2
Posts with mentions or reviews of mmaction2.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-21.
-
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?
When comparing Video-Dataset-Loading-Pytorch and mmaction2 you can also consider the following projects:
gluon-cv - Gluon CV Toolkit
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.