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…

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python machine-learning deep-learning tensorflow pipe keras video-processing action-recognition c3d video-classification video-recognition ucf101 sports-1m keras-implementations conv3d

C3D-tensorflow

Action recognition with C3D network implemented in tensorflow

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python video deep-learning action-recognition c3d video-classification

temporal-ssl

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

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python tensorflow transfer-learning unsupervised-learning action-recognition c3d ucf101 hmdb51 self-supervised-learning

R2Plus1D-C3D

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"

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python activity-recognition pytorch c3d spatio-temporal r2plus1d

gaitutils

Extract and visualize gait data

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python CSS pyqt5 plotly biomechanics matplotlib c3d vicon gait-analysis plotly-dash motion-analysis vicon-nexus

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