Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Using two stream architecture to implement a classic action recognition method on UCF101 dataset
This repository host the code for real-time action detection paper
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)
#计算机科学#Video Platform for Action Recognition and Object Detection in Pytorch
#计算机科学#Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone
#计算机科学#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...
Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
#计算机科学#Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.
Computer Vision Project : Action Recognition on UCF101 Dataset
#计算机科学#[CVPR 2022] End-to-End Semi-Supervised Learning for Video Action Detection
Action recognition tutorial using UCF-101 dataset.
TensorFlow implementation for "Guided Optical Flow Learning"
[AAAI 2023 (Oral)] CrissCross: Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity
Implemented a CNN-LSTM Action Recognizer for dynamic motion analysis, integrating convolutional and recurrent neural networks to efficiently recognize and classify actions in video data of UCF101 data...
#计算机科学#Implementation of LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN
由视频数据集生成optical flow，frames，warped flow