Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
☆971Dec 7, 2020Updated 5 years ago
Alternatives and similar repositories for video-classification
Users that are interested in video-classification are comparing it to the libraries listed below
Sorting:
- Video classification tools using 3D ResNet☆1,130Nov 23, 2018Updated 7 years ago
- PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.☆1,233Dec 27, 2023Updated 2 years ago
- Code release for "Convolutional Two-Stream Network Fusion for Video Action Recognition", CVPR 2016.☆717Sep 27, 2016Updated 9 years ago
- Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow☆1,187Mar 22, 2023Updated 2 years ago
- Using two stream architecture to implement a classic action recognition method on UCF101 dataset☆876Oct 14, 2019Updated 6 years ago
- 3D ResNets for Action Recognition (CVPR 2018)☆4,043Jan 20, 2021Updated 5 years ago
- Classify UCF101 videos using one frame at a time with a CNN(InceptionV3)☆196Oct 9, 2020Updated 5 years ago
- To classify video into various classes using keras library with tensorflow as back-end.☆279Oct 18, 2020Updated 5 years ago
- Explore Action Recognition☆199Nov 26, 2019Updated 6 years ago
- A curated list of action recognition and related area resources☆3,990May 13, 2023Updated 2 years ago
- Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.☆203Dec 17, 2019Updated 6 years ago
- Video Classification based on PyTorch☆88Aug 14, 2020Updated 5 years ago
- Three steps to train your own model for action recognition based on CNN and LSTM by PyTorch.☆89Apr 1, 2024Updated last year
- PyTorch implementation of two-stream networks for video action recognition☆582Dec 22, 2020Updated 5 years ago
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆7,297Feb 19, 2026Updated last week
- PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.☆820Dec 21, 2022Updated 3 years ago
- some famous works and new content to be added☆147Jun 29, 2017Updated 8 years ago
- Convolutional neural network model for video classification trained on the Kinetics dataset.☆1,822Sep 12, 2019Updated 6 years ago
- Deep Neural Networks for Video Classification☆46Nov 22, 2022Updated 3 years ago
- Action Recognition using Convolutional Neural Network (CNN)☆13Jun 10, 2018Updated 7 years ago
- Make video classification on UCF101 using CNN and RNN based on Pytorch framework.☆63Dec 4, 2023Updated 2 years ago
- [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding☆2,184Jul 11, 2024Updated last year
- Papers, code and datasets about deep learning and multi-modal learning for video analysis☆834Oct 10, 2021Updated 4 years ago
- Code & Models for Temporal Segment Networks (TSN) in ECCV 2016☆1,579Oct 27, 2020Updated 5 years ago
- Non-local Neural Networks for Video Classification☆1,996Sep 15, 2021Updated 4 years ago
- Codes for popular action recognition models, verified on the something-something data set.☆246Apr 8, 2019Updated 6 years ago
- ☆1,041Jun 28, 2020Updated 5 years ago
- 3D convolutional neural network for video classification☆276Jun 21, 2019Updated 6 years ago
- Action recognition by CNN and LSTM☆35Jan 20, 2018Updated 8 years ago
- VMZ: Model Zoo for Video Modeling☆1,053Jun 17, 2025Updated 8 months ago
- [CVPR 2020] Temporal Pyramid Network for Action Recognition☆393Jan 12, 2021Updated 5 years ago
- Temporal Segment Networks (TSN) in PyTorch☆1,083Jun 21, 2019Updated 6 years ago
- ☆13Jan 9, 2018Updated 8 years ago
- OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark☆4,930Aug 14, 2024Updated last year
- An open-source toolbox for action understanding based on PyTorch☆1,877Apr 8, 2022Updated 3 years ago
- Tutorial about 3D convolutional network☆232Oct 30, 2018Updated 7 years ago
- An end-to-end PyTorch framework for image and video classification☆1,613Jun 27, 2024Updated last year
- This project is designed to classify human action recognition datasets with a CNN + LSTM model.☆18May 12, 2019Updated 6 years ago
- The models of action recognition with pytorch☆211Jan 17, 2019Updated 7 years ago