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An open-source framework for training large multimodal models.

Generative Models by Stability AI

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

[NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

Pytorch implementation of LOST unsupervised object discovery method

Foundation Architecture for (M)LLMs

GIT: A Generative Image-to-text Transformer for Vision and Language

Hackable and optimized Transformers building blocks, supporting a composable construction.

This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".

An efficient video loader for deep learning with smart shuffling that's super easy to digest

LAVIS - A One-stop Library for Language-Vision Intelligence

High-Resolution Image Synthesis with Latent Diffusion Models

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

Multimodal Masked Autoencoders (M3AE): A JAX/Flax Implementation

Python bindings for FFmpeg - with complex filtering support

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

Deep learning for molecules and materials book

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

A simple python package for multi-task training: wrappers for pytorch DataLoader and pytorch-lightning DataModule

Referring Expression Datasets API

Google Research

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Awesome Incremental Learning

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Semantic Segmentation Architectures Implemented in PyTorch