RaivoKoot / Video-Dataset-Loading-PytorchLinks
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
☆467Updated 2 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
Sorting:
- Effective Video Augmentation Techniques for Training Convolutional Neural Networks☆412Updated last year
- Tools for loading video dataset and transforms on video in pytorch. You can directly load video files without preprocessing.☆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…☆640Updated 10 months ago
- This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.☆257Updated 4 years ago
- Implementation of ViViT: A Video Vision Transformer☆556Updated 4 years ago
- ☆920Updated last year
- MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;☆287Updated 3 years ago
- Transforms for video datasets in pytorch☆277Updated 4 years ago
- PyTorch implementation of a collections of scalable Video Transformer Benchmarks.☆305Updated 3 years ago
- Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification☆726Updated 4 years ago
- Release of the pretrained S3D Network in PyTorch (ECCV 2018)☆135Updated 2 years ago
- Kinetics dataset downloader☆35Updated 4 years ago
- ☆1,029Updated 5 years ago
- Code release for ActionFormer (ECCV 2022)☆532Updated last year
- ☆161Updated 4 years ago
- Source code for "Bi-modal Transformer for Dense Video Captioning" (BMVC 2020)☆230Updated 2 years ago
- Temporal Action Detection & Weakly Supervised Temporal Action Detection & Temporal Action Proposal Generation☆561Updated last week
- Easy to use video deep features extractor☆322Updated 5 years ago
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆87Updated 4 years ago
- A curated list of temporal action localization/detection and related area (e.g. temporal action proposal) resources.☆588Updated 3 years ago
- Download DeepMind's Kinetics dataset.☆266Updated 3 years ago
- ☆69Updated 4 years ago
- Code release for ICCV 2021 paper "Anticipative Video Transformer"☆155Updated 3 years ago
- A curated list of awesome temporal action segmentation resources.☆233Updated last year
- The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"☆1,804Updated last year
- The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-languag…☆232Updated 3 years ago
- PyTorch implementation of X3D models with Multigrid training.☆100Updated 4 years ago
- Omnivore: A Single Model for Many Visual Modalities☆570Updated 3 years ago
- Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification☆135Updated 4 years ago
- Extracting optical flow and frames☆317Updated 3 years ago