Popular GitHub Repositories for Instance Segmentation

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

A simple, fully convolutional model for real-time instance segmentation.

?? List of satellite image training datasets with annotations for computer vision and deep learning

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

???? (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! ???

Unofficial implemention of lanenet model for real time lane detection

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

PANet for Instance Segmentation and Object Detection

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

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

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

[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

Inference Code for Polygon-RNN++ (CVPR 2018)

:books: A collection of papers about Referring Image Segmentation.

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

UPSNet: A Unified Panoptic Segmentation Network

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

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