Top 102 instance-segmentation open source projects

A General Toolbox for Identifying Object Detection Errors

[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

A Simple and Versatile Framework for Object Detection and Instance Recognition

Siamese Mask R-CNN model for one-shot instance segmentation

Detectron with VoVNet(CVPRW'19) backbone networks

A sample project to build a custom Mask RCNN model using Tensorflow object detection API

Reference implementation of "Faster Training of Mask R-CNN by Focusing on Instance Boundaries"

Instances as Queries (ICCV 2021)

PyTorch implementation of "Pyramid Scene Parsing Network".

Train a Mask R-CNN model with the Tensorflow Object Detection API

How to train an instance segmentation model with mmdetection

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

Streamlit tool to explore coco datasets

Repository for the paper "Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues"

Tensorflow 2.x implementation YOLACT

Unofficial implementation of MaX-DeepLab for Instance Segmentation

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

InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification

Codes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022

Pytorch implementation of Polygon-RNN(http://www.cs.toronto.edu/polyrnn/poly_cvpr17/)

Real time instance segmentation with Mask R-CNN, live from webcam feed.

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

How to create custom COCO data set for instance segmentation

Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2

Implementation of ECCV20 paper: the devil is in classification: a simple framework for long-tail object detection and instance segmentation

SOLOv2 pytorch (without mmdetection and mmcv)

Cut and paste augmentation for object detection and instance segmentation

Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer (IV 2020)

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

Cell Detection with PyTorch.

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

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

Instance segmentation for anime characters based on CondInst and SOLOv2

Paper notes in deep learning/machine learning and computer vision

Side projects and hands-on work

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch

The Official PyTorch Implementation of DiscoBox.

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

No description or website provided.