Top 5 ucf101 open source projects

two-stream-fusion-for-action-recognition-in-videos

No description or website provided.

✭ 80

python pytorch pretrained-models action-recognition ucf101 two-stream-cnn

TensorFlow implementation for "Guided Optical Flow Learning"

✭ 26

python tensorflow semi-supervised-learning optical-flow flownet unsupervised-learning kitti-dataset mpi-sintel unsupnet flyingchairs ucf101

conv3d-video-action-recognition

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…

✭ 50

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

MiCT-Net-PyTorch

Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone

✭ 48

python shell pytorch action-recognition video-classification video-clips video-recognition ucf101 action-classification 3d-resnet ucf-101 3d-convolutions mixed-convolutional-tube mict mict-net mictnet

temporal-ssl

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

✭ 46

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

1-5 of 5 ucf101 projects