dmlc / decord
An efficient video loader for deep learning with smart shuffling that's super easy to digest
☆2,056Updated 8 months ago
Alternatives and similar repositories for decord:
Users that are interested in decord are comparing it to the libraries listed below
- A deep learning library for video understanding research.☆3,409Updated last month
- [NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training☆1,457Updated last year
- Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space …☆1,327Updated 9 months ago
- ☆827Updated 10 months ago
- YACS -- Yet Another Configuration System☆1,302Updated 2 years ago
- The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"☆1,652Updated 11 months ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,094Updated 3 months ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,509Updated last month
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆6,855Updated 3 months ago
- OpenMMLab Computer Vision Foundation☆6,056Updated last week
- This is an official implementation for "Video Swin Transformers".☆1,521Updated 2 years ago
- An end-to-end PyTorch framework for image and video classification☆1,600Updated 8 months ago
- [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding☆2,099Updated 8 months ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆10,319Updated last week
- OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark☆4,513Updated 7 months ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,276Updated last year
- VideoX: a collection of video cross-modal models☆1,012Updated 9 months ago
- [ECCV2024] Video Foundation Models & Data for Multimodal Understanding☆1,749Updated 3 weeks ago
- Codebase for Image Classification Research, written in PyTorch.☆2,151Updated last year
- Extract frames and motion vectors from H.264 and MPEG-4 encoded video.☆323Updated 4 months ago
- An open-source toolbox for action understanding based on PyTorch☆1,870Updated 2 years ago
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,711Updated this week
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,906Updated 9 months ago
- Scenic: A Jax Library for Computer Vision Research and Beyond☆3,477Updated last week
- An easy to use PyTorch to TensorRT converter☆4,694Updated 7 months ago
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆6,693Updated 8 months ago
- ☆3,494Updated last year
- [CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking☆599Updated 5 months ago
- Official DeiT repository☆4,163Updated last year
- PyTorch extensions for high performance and large scale training.☆3,278Updated 2 months ago