3d Action Recognition
PyTorch implementation of Two-stream CNN for 3D action recognition
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| 3d Resnets Pytorch | 2,677 | 2 years ago | 120 | mit | Python | |||||
| 3D ResNets for Action Recognition (CVPR 2018) | ||||||||||
| Sparseconvnet | 1,781 | 2 months ago | 2 | July 10, 2019 | 50 | other | C++ | |||
| Submanifold sparse convolutional networks | ||||||||||
| Face_specific_augm | 373 | 4 years ago | 1 | Jupyter Notebook | ||||||
| Face Renderer to perform Domain (Face) Specific Data Augmentation | ||||||||||
| Historyobjectrecognition | 288 | 6 years ago | 3 | Python | ||||||
| Pytorch Mfnet | 231 | 4 years ago | 14 | mit | Python | |||||
| Facecept3d | 151 | 7 years ago | 6 | mit | C++ | |||||
| FaceCept3D: 3D Face Analysis and Recognition | ||||||||||
| 3d Densenet | 113 | 4 years ago | 13 | mit | Python | |||||
| 3D Dense Connected Convolutional Network (3D-DenseNet for action recognition) | ||||||||||
| Opendetection | 98 | 5 years ago | 15 | bsd-3-clause | C++ | |||||
| OpenDetection is a standalone open source project for object detection and recognition in images and 3D point clouds. | ||||||||||
| Gcode Preview | 92 | 1 | 24 days ago | 21 | September 21, 2022 | 3 | mit | G-code | ||
| A simple GCode parser & previewer with 3D printing in mind. Written in Typescript. | ||||||||||
| 3d Resnets | 88 | 5 years ago | 1 | mit | Lua | |||||
| 3D ResNets for Action Recognition | ||||||||||
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Readme
PyTorch implementation of 3D-Action-recognition
PyTorch implementation of Skeleton-based Action Recognition With Convolutional Neural, IEEE 2017.
Accuracy(Cross-View): 87.6%（The baseline is 89.3%）
Network framework
Requirements
You need to install the following packages.
- numpy
- torch-1.0.1
- torchvision-0.3.0
- hdf5
Dataset download
- Official website application download
- BaiduNetdisk Code：dgoi
- BaiduNetdisk Code：7vlp
hdf5 data(only cross-view)
- BaiduNetdisk Code：t2au
Tips
If you have any questions about my work, please do not hesitate to contact me by emails. [email protected]
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Python
Pytorch
Stream
3d
Cnn
Recognition
Action Recognition