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 3 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:
- Action recognition tutorial using UCF-101 dataset.☆28Updated 3 years ago
- This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.☆252Updated 3 years ago
- 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.☆69Updated 3 years ago
- ☆161Updated 4 years ago
- Deep Neural Networks for Video Classification☆49Updated 2 years ago
- Real-world Anomaly Detection in Surveillance Videos- pytorch Re-implementation☆136Updated 3 years ago
- Easiest way of fine-tuning HuggingFace video classification models☆142Updated 2 years ago
- The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-languag…☆230Updated 3 years ago
- Effective Video Augmentation Techniques for Training Convolutional Neural Networks☆409Updated last year
- I3D implemetation in Keras + video preprocessing + visualization of results☆42Updated last year
- MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;☆277Updated 3 years ago
- Pytorch version of - https://github.com/WaqasSultani/AnomalyDetectionCVPR2018☆190Updated this week
- Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.☆464Updated 2 years ago
- my codes for learning attention mechanism☆50Updated 5 years ago
- PyTorch implementation of a collections of scalable Video Transformer Benchmarks.☆303Updated 3 years ago
- Official implementation of the paper "No frame left behind: Full Video Action Recognition" (CVPR 2021)☆16Updated 4 years ago
- Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Mu…☆68Updated 3 years ago
- Official codes for paper: Localizing Anomalies from Weakly-Labeled Videos☆82Updated 2 years ago
- menovideo: pytorch library for video action recognition and video understanding☆29Updated 3 years ago
- Official code repo for TCLR: Temporal Contrastive Learning for Video Representation [CVIU-2022]☆38Updated last year
- ☆69Updated 4 years ago
- Official code repository for SPAct: Self-supervised Privacy Preservation for Action Recognition [CVPR-2022]☆20Updated 3 years ago
- Keras 3 Implementation of Video Swin Transformers for 3D Video Modeling☆33Updated 8 months ago
- Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.☆199Updated 5 years ago
- PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.☆127Updated 3 years ago
- MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation (TPAMI 2020)☆165Updated 2 years ago
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆87Updated 3 years ago
- Official source code for "Continual 3D Convolutional Neural Networks for Real-time Processing of Videos" [ECCV2022]☆45Updated 2 years ago
- Exploring the applicability of Grad-CAM for explanation in video based dataset☆32Updated 2 years ago