Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
☆472Jan 18, 2023Updated 3 years ago
Alternatives and similar repositories for Video-Dataset-Loading-Pytorch
Users that are interested in Video-Dataset-Loading-Pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tools for loading video dataset and transforms on video in pytorch. You can directly load video files without preprocessing.☆70Jul 5, 2022Updated 3 years ago
- GPU-accelerated video decoder☆20May 18, 2021Updated 5 years ago
- EPIC-Kitchens-100 Action Recognition baselines: TSN, TRN, TSM☆33Mar 15, 2022Updated 4 years ago
- Transforms for video datasets in pytorch☆277Jun 7, 2021Updated 4 years ago
- Video datasets☆1,642Mar 8, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- An efficient video loader for deep learning with smart shuffling that's super easy to digest☆2,476Jul 17, 2024Updated last year
- [NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.☆288Oct 10, 2021Updated 4 years ago
- A deep learning library for video understanding research.☆3,565May 5, 2026Updated 3 weeks ago
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆7,363Mar 16, 2026Updated 2 months ago
- Implementation of ViViT: A Video Vision Transformer☆560Jun 21, 2021Updated 4 years ago
- Video Contrastive Learning with Global Context, ICCVW 2021☆162May 30, 2022Updated 3 years ago
- This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.☆257Oct 8, 2021Updated 4 years ago
- Effective Video Augmentation Techniques for Training Convolutional Neural Networks☆416Feb 13, 2024Updated 2 years ago
- [CVPR2022 Oral] The official code for "TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognit…☆18Aug 1, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official PyTorch implementation of "Video Summarization with Large Language Models" (CVPR 2025).☆17Oct 7, 2025Updated 7 months ago
- 3D ResNets for Action Recognition (CVPR 2018)☆4,043Jan 20, 2021Updated 5 years ago
- Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥…☆483May 14, 2026Updated last week
- A library that uses hardware acceleration to load sequences of video frames to facilitate machine learning training☆696Apr 29, 2019Updated 7 years ago
- Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101☆973Dec 7, 2020Updated 5 years ago
- PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.☆1,238Dec 27, 2023Updated 2 years ago
- ☆1,050Jun 28, 2020Updated 5 years ago
- This repository contains video datasets that can be used for training coarse to fine-grained (phase, step and action) temporal classifica…☆16Oct 26, 2021Updated 4 years ago
- [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding☆2,214Jul 11, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is an official implementation for "Video Swin Transformers".☆1,657Mar 8, 2023Updated 3 years ago
- Simple PyTorch Dataset for the EPIC-Kitchens-55 and EPIC-Kitchens-100 that handles frames and features (rgb, optical flow, and objects) f…☆24Jan 22, 2023Updated 3 years ago
- [Codes of paper]: PAN: Towards Fast Action Recognition via Learning Persistence of Appearance☆104Aug 12, 2020Updated 5 years ago
- Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification☆730Aug 25, 2021Updated 4 years ago
- Temporal Action Detection & Weakly Supervised Temporal Action Detection & Temporal Action Proposal Generation☆585May 19, 2026Updated last week
- Action recognition using Slow Fast Network by FAIR☆15Aug 30, 2024Updated last year
- PyTorch implementation of Asymmetric Siamese (https://arxiv.org/abs/2204.00613)☆97May 2, 2022Updated 4 years ago
- I3D Nonlocal ResNets in Pytorch☆259Mar 26, 2022Updated 4 years ago
- ☆973May 15, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆25,204May 19, 2026Updated last week
- Inflate DenseNet and ResNet as per I3D with ImageNet weight transfer☆154Apr 28, 2021Updated 5 years ago
- OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark☆5,020Mar 18, 2026Updated 2 months ago
- Implementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch☆113Jan 25, 2021Updated 5 years ago
- ☆15Jun 17, 2018Updated 7 years ago
- [CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition☆384Sep 17, 2022Updated 3 years ago
- Implementations of Transformers for Video☆24Mar 26, 2021Updated 5 years ago