mmaction2
marian
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| mmaction2 | marian | |
|---|---|---|
| 5 | 3 | |
| 3,884 | 1,170 | |
| 3.3% | 3.5% | |
| 7.8 | 0.0 | |
| 20 days ago | 8 months ago | |
| Python | C++ | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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
marian
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[P] A CLI tool for easy transformer sequence classifier training and inference
As a reference, I forked https://github.com/marian-nmt/marian privately to support sequence tagging tasks. With a positional loss mask, It can also support sequence classificaiton.
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Hello I’m looking for an app or website to translate accurately from English to Welsh
It's powered by the same underlying engine as Bing translate but with specific enhancements for Welsh language by the Bangor uni language tech experts. https://marian-nmt.github.io/
- [D] Deep Learning Framework for C++.
What are some alternatives?
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
flashlight - A C++ standalone library for machine learning
compare_gan - Compare GAN code.
mdspan - Reference implementation of mdspan targeting C++23
mmflow - OpenMMLab optical flow toolbox and benchmark
marian-dev - Fast Neural Machine Translation in C++ - development repository
temporal-shift-module - [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
deepdetect - Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
ArrayFire - ArrayFire: a general purpose GPU library.
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration