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…
machine-learning
deep-learning
tensorflow
pipe
keras
video-processing
action-recognition
c3d
video-classification
video-recognition
ucf101
sports-1m
keras-implementations
conv3d
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Updated
Jun 17, 2024 - Python