xternalz

fiftyone

Refine high-quality datasets and visual AI models

deit

Official DeiT repository

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

fast-transformers

Pytorch library for fast transformer implementations

MaskFormer

Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)

d2go

D2Go is a toolkit for efficient deep learning

ASL

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper

Entity

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

MEAL-V2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

xcit

Official code Cross-Covariance Image Transformer (XCiT)

cvpods

All-in-one Toolbox for Computer Vision Research.

GFocalV2

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021

LaMCTS

The release codes of LA-MCTS with its application to Neural Architecture Search.

rexnet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

PanopticFCN

Fully Convolutional Networks for Panoptic Segmentation (CVPR2021 Oral)

pixel-level-contrastive-learning

Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch

PAA

A PyTorch implementation of the paper `Probabilistic Anchor Assignment with IoU Prediction for Object Detection` ECCV 2020 (https://arxiv.org/abs/2007.08103)

Super-BPD

Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation (CVPR 2020)

SOLQ

"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.

CPNDet

Corner Proposal Network for Anchor-free, Two-stage Object Detection

AutoAssign

Pytorch implementation of "AutoAssign: Differentiable Label Assignment for Dense Object Detection"

aLRPLoss

Official PyTorch Implementation of aLRP Loss [NeurIPS2020]

MSAD

Multi-Scale Aligned Distillation for Low-Resolution Detection (CVPR2021)

self-adaptive-training

[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training

momentum2-teacher

Implementation of momentum^2 teacher

dysample

(ICCV'23) Learning to Upsample by Learning to Sample

EntitySeg-Dataset

Adobe-EntitySeg dataset

multitask

AutoPanoptic

Implementation of NeurIPS2020 paper: Auto-Panoptic: Multi-Component Architecture Search for Panoptic Segmentation