PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.
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Updated
Dec 27, 2023 - Python
PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.
Pytorch porting of C3D network, with Sports1M weights
Video Platform for Action Recognition and Object Detection in Pytorch
Real-World Anomaly Detection in Surveillance Videos
C3D for Keras + TensorFlow
Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN
A one stop shop for all of your activity recognition needs.
Violence Detection using 3D Convolutional Neural Networks
A PyTorch implementation of R2Plus1D and C3D based on CVPR 2017 paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition" and CVPR 2014 paper "Learning Spatiotemporal Features with 3D Convolutional Networks"
My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves result…
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]
Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
C3D-LSTM implementation in PyTorch [WACV 2019]
Extract and visualize gait data
Action recognition with C3D network implemented in tensorflow
Action recognition.基于C3D的视频动作识别
动作识别(Action Recognition)常见模型的Pytorch实现
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