FFCV: Fast Forward Computer Vision (and other ML workloads!)
☆2,986Jun 16, 2024Updated last year
Alternatives and similar repositories for ffcv
Users that are interested in ffcv are comparing it to the libraries listed below
Sorting:
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,295Mar 3, 2024Updated last year
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,079Feb 17, 2026Updated last week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,401Feb 20, 2026Updated last week
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,997Feb 9, 2026Updated 2 weeks ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,397Updated this week
- Code release for ConvNeXt model☆6,298Jan 8, 2023Updated 3 years ago
- Train ImageNet *fast* in 500 lines of code with FFCV☆149May 10, 2024Updated last year
- Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".☆1,999Mar 21, 2024Updated last year
- Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.☆1,829Jan 18, 2026Updated last month
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,860Updated this week
- Official DeiT repository☆4,324Mar 15, 2024Updated last year
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,634Feb 19, 2026Updated last week
- A deep learning library for video understanding research.☆3,544Jan 12, 2026Updated last month
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,497Feb 18, 2026Updated last week
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆7,453Jul 3, 2024Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,549Updated this week
- torch-optimizer -- collection of optimizers for Pytorch☆3,163Mar 22, 2024Updated last year
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,268Jun 25, 2025Updated 8 months ago
- PyTorch extensions for high performance and large scale training.☆3,400Apr 26, 2025Updated 10 months ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,248Updated this week
- An open source implementation of CLIP.☆13,397Updated this week
- A data augmentations library for audio, image, text, and video.☆5,071Feb 13, 2026Updated last week
- Codebase for Image Classification Research, written in PyTorch.☆2,168Mar 20, 2024Updated last year
- A python library for self-supervised learning on images.☆3,684Updated this week
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,471May 2, 2025Updated 9 months ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆212Aug 1, 2023Updated 2 years ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,436Aug 21, 2025Updated 6 months ago
- The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).☆563Jul 13, 2023Updated 2 years ago
- Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.☆4,369Oct 19, 2025Updated 4 months ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,224Jan 12, 2026Updated last month
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,309Aug 17, 2025Updated 6 months ago
- End-to-End Object Detection with Transformers☆15,117Mar 12, 2024Updated last year
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,706Jan 12, 2026Updated last month
- PyTorch implementation of MAE https//arxiv.org/abs/2111.06377☆8,230Jul 23, 2024Updated last year
- Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.☆3,368May 19, 2025Updated 9 months ago
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,947Updated this week
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,754Jan 20, 2026Updated last month
- StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/uncondi…☆3,492Aug 9, 2024Updated last year
- Model interpretability and understanding for PyTorch☆5,560Updated this week