InstanceSegmentationList

Instance Segmentation List

Compiles and organizes state-of-the-art instance segmentation papers and resources

This repository contains lists of state-or-art semantic instance segmentation works

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RepositoryDescriptionStars
daijifeng001/mncAn instance-aware semantic segmentation system based on deep convolutional networks using multi-task network cascades.489
msracver/fcisAn implementation of a fully convolutional instance-aware semantic segmentation framework using CUDA.1,567
zhujun98/semantic_segmentationImplementations of deep learning architectures for semantic segmentation of images in various datasets.6
wxinlong/soloAn implementation of instance segmentation algorithms using PyTorch.1,714
subeeshvasu/awsome_delineationA curated list of resources and papers on 3D and 2D delineation techniques for image processing and computer vision applications.22
zhuangbiaowei/open_source_analysisAn analysis of notable software projects21
tangzhenyu/semanticsegmentation_dlA collection of resources and implementations for deep learning-based semantic segmentation in computer vision.1,109
renmengye/rec-attend-publicAn implementation of end-to-end instance segmentation using recurrent attention110
kaixhin/fcn-semantic-segmentationAn implementation of semantic segmentation using fully convolutional networks188
art-group-it/gaspGenerating abstracts of scientific papers from citations9
gothicai/instaboostImplementation of instance segmentation via probability map guided copy-pasting399
kuangjuihsu/deepco3A deep learning framework for instance co-segmentation and object colocalization137
zjhuang22/maskscoring_rcnnAn open source implementation of Mask Scoring R-CNN for instance segmentation tasks.1,901
hszhao/semsegA PyTorch implementation of semantic segmentation models with support for multiprocessing training and various backbones.1,347
huaifeng1993/dfanetAn implementation of a deep learning model for real-time semantic segmentation255