There are 15 repositories under detectron2 topic.
A Unified Toolkit for Deep Learning Based Document Image Analysis
[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation
[CVPR 2022] SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation
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)
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
GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. (CVPR 2021)
A PyTorch reimplementation of bottom-up-attention models
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 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn
[ECCV 2020] Boundary-preserving Mask R-CNN
Instance segmentation for anime characters based on CondInst and SOLOv2
Detectron2 for Document Layout Analysis
Instance Shadow Detection (CVPR 2020)
Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.
Object Detection and Image Segmentation with Detectron2
Official code of ECCV 2020 paper "GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision". GSNet performs joint vehicle pose estimation and vehicle shape reconstruction with single RGB image as input.
Pytorch implementation of the paper, Neural re-rendering of humans from a single image.
Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val
Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.
Virtual Try On site using HR-VITON. Anyone can try it using their own Image with clothes image.
Official code of the paper "Expanding Low-Density Latent Regions for Open-Set Object Detection" (CVPR 2022)
Learn how to train a custom instance segmentation model with Detectron2
Cut out objects and remove backgrounds from pictures with artificial intelligence
YOLACT: Real-time Instance Segmentation on the FCOS detector (without bbox cropping), achives 35.2mAP on coco val
Modular image processing pipeline using OpenCV and Python generators powered by Detectron2.
Furniture Object Detector & Recommender using Detectron2 & VGG16 (IKEA Furniture Recommender)