cell-segmentation topic

List cell-segmentation repositories

qupath

981
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266
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QuPath - Bioimage analysis & digital pathology

ETL_Unicorn

167
Stars
77
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数据可视化, 数据挖掘, 数据处理 ETL分析

cellpose

1.2k
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349
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a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

Usiigaci

189
Stars
70
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Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning

DeepLIIF

165
Stars
61
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Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

Cell-DETR

98
Stars
23
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Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

ImPartial

29
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3
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Interactive deep learning whole-cell segmentation and thresholding using partial annotations

cell-segmentation

47
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7
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PyTorch implementation of several neural network models for cellular image segmentation

HiFormer

114
Stars
21
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HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation (WACV 2023)

Cell-Segmentation

24
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9
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Automated identification of cell boundaries from the pathological video data