https://github.com/oist/usiigaci

Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning
https://github.com/oist/usiigaci

cell-biology cell-segmentation keras machine-learning mask-rcnn matplotlib python3 resnet-101 tensorflow tracking trackpy visualization

Last synced: about 2 months ago
JSON representation

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

• Host: GitHub
• URL: https://github.com/oist/usiigaci
• Owner: oist
• License: mit
• Created: 2018-06-15T04:01:12.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2020-09-15T17:30:34.000Z (about 4 years ago)
• Last Synced: 2024-05-08T07:32:12.816Z (5 months ago)
• Topics: cell-biology, cell-segmentation, keras, machine-learning, mask-rcnn, matplotlib, python3, resnet-101, tensorflow, tracking, trackpy, visualization
• Language: Jupyter Notebook
• Homepage:
• Size: 459 MB
• Stars: 188
• Watchers: 14
• Forks: 70
• Open Issues: 12
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-biological-image-analysis - Usiigaci - Stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning. (Cell migration and particle tracking)