karolzak / 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…
☆54Updated 5 months ago
Alternatives and similar repositories for conv3d-video-action-recognition:
Users that are interested in conv3d-video-action-recognition are comparing it to the libraries listed below
- Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.☆188Updated 5 years ago
- Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.☆73Updated 6 years ago
- My re-implementation of two stream action recognition☆60Updated 4 years ago
- I3D implemetation in Keras + video preprocessing + visualization of results☆42Updated last year
- Explore Action Recognition☆198Updated 5 years ago
- Real-time Action detection demo for the work Actor Conditioned Attention Maps. This repo includes a complete pipeline for person detectio…☆151Updated 2 years ago
- Computer Vision Project : Action Recognition on UCF101 Dataset☆38Updated 5 years ago
- Simple yet efficient real-time pose based action recognition☆98Updated 3 years ago
- ☆90Updated 6 years ago
- Video classification using CNN and LSTM☆16Updated 2 years ago
- Deep Neural Networks for Video Classification☆45Updated 2 years ago
- RGB base Action Recognition on Keras, using CNN, LSTM and RGB difference☆25Updated 4 years ago
- Keras implementation of video classifier☆111Updated 6 years ago
- Two-stream CNNs for video action recognition implemented in Keras☆122Updated 5 years ago
- Real-time video classification from webcam feed utilizing NLN☆38Updated 4 years ago
- Course Project for CS763 Computer Vision IIT Bombay☆34Updated 6 years ago
- Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.☆40Updated 6 years ago
- Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone☆54Updated 4 years ago
- A implementation of "SlowFast Networks for Video Recognition" with tf.keras☆50Updated 5 years ago
- keras implementation of inflated 3d from Quo Vardis paper + weights☆137Updated 7 years ago
- Recognizing human activities using Deep Learning☆48Updated 4 years ago
- AVSS violence recognition in pytorch☆70Updated 5 years ago
- Human Activity Recognition Using Deep Neural Network☆19Updated 2 years ago
- Efficient Violence Detection Using 3D Convolutional Neural Networks☆15Updated 4 years ago
- Train I3D model on ucf101 or hmdb51 by tensorflow☆112Updated 5 years ago
- PyTorch Implementation for Global and Local Attention Network☆24Updated 4 years ago
- STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)☆249Updated 5 years ago
- Violence Detection using 3D Convolutional Neural Networks☆66Updated 4 years ago
- Real-time fall detection using two-stream convolutional neural net (CNN) with Motion History Image (MHI)☆63Updated 2 years ago