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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Repository | Description | Stars |
---|---|---|
| An instance-aware semantic segmentation system based on deep convolutional networks using multi-task network cascades. | 489 |
| An implementation of a fully convolutional instance-aware semantic segmentation framework using CUDA. | 1,567 |
| Implementations of deep learning architectures for semantic segmentation of images in various datasets. | 6 |
| An implementation of instance segmentation algorithms using PyTorch. | 1,714 |
| A curated list of resources and papers on 3D and 2D delineation techniques for image processing and computer vision applications. | 22 |
| An analysis of notable software projects | 21 |
| A collection of resources and implementations for deep learning-based semantic segmentation in computer vision. | 1,109 |
| An implementation of end-to-end instance segmentation using recurrent attention | 110 |
| An implementation of semantic segmentation using fully convolutional networks | 188 |
| Generating abstracts of scientific papers from citations | 9 |
| Implementation of instance segmentation via probability map guided copy-pasting | 399 |
| A deep learning framework for instance co-segmentation and object colocalization | 137 |
| An open source implementation of Mask Scoring R-CNN for instance segmentation tasks. | 1,901 |
| A PyTorch implementation of semantic segmentation models with support for multiprocessing training and various backbones. | 1,347 |
| An implementation of a deep learning model for real-time semantic segmentation | 255 |