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VFS

Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective, in ICCV 2021 (Oral)

IMProv

IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks

GroupViT

GroupViT: Semantic Segmentation Emerges from Text Supervision

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0

ODISE

ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models

OFA-fairseq

fairseq from OFA

prismatic-vlms

A flexible and efficient codebase for training visually-conditioned language models (VLMs)

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

CenterNet2

Two-stage CenterNet

davis2017-evaluation

Evaluation Framework for DAVIS 2017 Semi-supervised and Unsupervised used in the DAVIS Challenges

DeepSegmentor

A Pytorch implementation of DeepCrack and RoadNet projects.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

litgpt

Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

lm-evaluation-harness

A framework for few-shot evaluation of language models.

LWM

Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

mmaction2

OpenMMLab's Next Generation Action Understanding Toolbox and Benchmark

mmcv

Open MMLab Computer Vision Foundation

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

OFA

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

panopticapi

COCO 2018 Panoptic Segmentation Task API (Beta version)

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

stable-diffusion

torchtune

A Native-PyTorch Library for LLM Fine-tuning

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

visual_prompting

Official implementation and data release of the paper "Visual Prompting via Image Inpainting".