GuyKabiri / Video-ClassificationLinks
Video classification exercise using UCF101 data for training an early-fusion and SlowFast architecture model, both using the PyTorch Lightning framework.
☆15Updated 4 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:
- Implementation of brand new video augmentation strategy for video action recognition with 3D CNN☆27Updated 4 years ago
- Tools for loading video dataset and transforms on video in pytorch. You can directly load video files without preprocessing.☆70Updated 3 years ago
- This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.☆257Updated 4 years ago
- Easiest way of fine-tuning HuggingFace video classification models☆147Updated 2 years ago
- ☆160Updated 4 years ago
- Effective Video Augmentation Techniques for Training Convolutional Neural Networks☆413Updated last year
- I3D implemetation in Keras + video preprocessing + visualization of results☆41Updated 2 years ago
- Exploring the applicability of Grad-CAM for explanation in video based dataset☆33Updated 2 years ago
- The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-languag…☆233Updated 3 years ago
- ☆69Updated 4 years ago
- Action recognition tutorial using UCF-101 dataset.☆29Updated 4 years ago
- CNN LSTM architecture implemented in Pytorch for Video Classification☆300Updated 3 years ago
- Pytorch version of - https://github.com/WaqasSultani/AnomalyDetectionCVPR2018☆192Updated this week
- Implementation of ViViT: A Video Vision Transformer - Zipping Coding Challenge☆33Updated 4 years ago
- Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.☆471Updated 3 years ago
- ☆73Updated 4 years ago
- my codes for learning attention mechanism☆51Updated 5 years ago
- An implementation of the X3D video recognition architecture in TensorFlow/Keras☆16Updated 4 years ago
- MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation (TPAMI 2020)☆175Updated 2 years ago
- Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.☆202Updated 6 years ago
- MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;☆289Updated 3 years ago
- Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Mu…☆69Updated 3 years ago
- Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and T…☆643Updated last year
- ☆249Updated 2 years ago
- An unofficial implementation of TubeViT in "Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning"☆94Updated last year
- Attribution (or visual explanation) methods for understanding video classification networks. Demo codes for WACV2021 paper: Towards Visua…☆21Updated 2 years ago
- PyTorch implementation of a collections of scalable Video Transformer Benchmarks.☆305Updated 3 years ago
- PyTorch Implementation for Global and Local Attention Network☆23Updated 5 years ago
- Real-world Anomaly Detection in Surveillance Videos- pytorch Re-implementation☆141Updated 3 years ago
- Implementation of CVPR 2020 paper "MMTM: Multimodal Transfer Module for CNN Fusion"☆120Updated 5 years ago