Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

A Unified Toolkit for Deep Learning Based Document Image Analysis

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

(CVPR 2021 Oral) Open World Object Detection

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

[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

[CVPR 2022] SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation

Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

This repo is implemented based on detectron2 and centernet

A PyTorch implementation of PointRend: Image Segmentation as Rendering

[CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction

[CVPR 2020] VoVNet backbone networks for detectron2

FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.

GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. (CVPR 2021)

A PyTorch reimplementation of bottom-up-attention models

You Only Look One-level Feature (YOLOF), CVPR2021, Detectron2

Deploy Computer Vision solutions with a few lines of code.

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

detectron2 windows build

detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn

The scripts for training Detectron2-based Layout Models on popular layout analysis datasets

The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/abs/2003.05176

[ECCV 2020] Boundary-preserving Mask R-CNN

Instance segmentation for anime characters based on CondInst and SOLOv2

Instance Shadow Detection (CVPR 2020)

No description available

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

Object Detection and Image Segmentation with Detectron2