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AMFL

Adversarial Multiscale Features Learning for Overlapping Chromosome Segmentation

Install / Use

/learn @liyemei/AMFL
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

Adversarial Multiscale Feature Learning Framework for Overlapping Chromosome Segmentation

We provide several well-trained models for overlapping chromesome segmentation, and the average scores of various methods on eight metrics are shown in Table 2

image

Requirements

  • pytorch==1.5.0
  • scikit-image==0.14.2
  • numpy==1.19.5
  • opencv=3.4.1

Usage

The dataset and trained models are available at:
  • Onedrive: https://1drv.ms/u/s!Al5H57YGuwVChRWDs1zuFHaA0n1H?e=jcrBe8
  • Baduidrive:https://pan.baidu.com/s/1_8-BVzW1vVqslkXL93tmUw password:069w
Testing on testing sets:
python test_seg.py

Citation

Mei, L., Yu, Y., Shen, H., Weng, Y., Liu, Y., Wang, D., ... & Lei, C. (2022). Adversarial Multiscale Feature Learning Framework for Overlapping Chromosome Segmentation. Entropy, 24(4), 522.

View on GitHub
GitHub Stars6
CategoryEducation
Updated9mo ago
Forks2

Languages

Python

Security Score

62/100

Audited on Jun 15, 2025

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