Popular GitHub Repositories for Detectron2

A Unified Toolkit for Deep Learning Based Document Image Analysis

(CVPR 2021 Oral) Open World Object Detection

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

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

This repo is implemented based on detectron2 and centernet

[CVPR 2020] VoVNet backbone networks for detectron2

[ECCV 2020] Boundary-preserving Mask R-CNN

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

Object Detection and Image Segmentation with Detectron2

(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning

Official code of the paper "Expanding Low-Density Latent Regions for Open-Set Object Detection" (CVPR 2022)

Modular image processing pipeline using OpenCV and Python generators powered by Detectron2.

Furniture Object Detector & Recommender using Detectron2 & VGG16 (IKEA Furniture Recommender)

Basketball ? action tracking and understanding using classical computer vision approaches and deep learning.

Implements Adversarial Examples for Semantic Segmentation and Object Detection, using PyTorch and Detectron2

A simple wrapper library for binding timm models as detectron2 backbones

Res2Net for Panoptic Segmentation based on detectron2 (SOTA results).

Optical Character Recognition + Instance Segmentation for russian and english languages

Export [detectron2](https://github.com/facebookresearch/detectron2) model to [onnx](https://github.com/onnx/onnx) and run inference using [caffe2 onnx backend](https://pytorch.org/tutorials/advanced/super_resolution_with_caffe2.html). This let's you run inference on a raspberry pi with acceptable inference times.

This small tutorial is targeted at researchers that have basic machine learning and Python programming skills that want to implement instance image segmentation for further use in their models.