GuyKabiri / Video-Classification
Video classification exercise using UCF101 data for training an early-fusion and SlowFast architecture model, both using the PyTorch Lightning framework.
☆14Updated 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
- ☆66Updated 3 years ago
- An unofficial implementation of TubeViT in "Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning"☆89Updated 4 months ago
- ☆19Updated 3 years ago
- Official code repo for TCLR: Temporal Contrastive Learning for Video Representation [CVIU-2022]☆35Updated 10 months ago
- Tools for loading video dataset and transforms on video in pytorch. You can directly load video files without preprocessing.☆69Updated 2 years ago
- ☆31Updated 4 years ago
- This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.☆244Updated 3 years ago
- Exploring the applicability of Grad-CAM for explanation in video based dataset☆28Updated last year
- Official codes for paper: Localizing Anomalies from Weakly-Labeled Videos☆75Updated 2 years ago
- Semi-Supervised Action Recognition with Temporal Contrastive Learning☆56Updated 10 months ago
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆86Updated 3 years ago
- Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Mu…☆68Updated 2 years ago
- Implementations of Transformers for Video☆23Updated 3 years ago
- Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification☆130Updated 3 years ago
- Code for I3D Feature Extraction☆140Updated 5 years ago
- ☆69Updated last year
- The notebook explains the various steps to obtain the results of publication: "Is Space-Time Attention All You Need for Video Understandi…