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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: 28 days ago
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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: 2024-08-04T00:13:01.586Z (4 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: 191
- Watchers: 13
- Forks: 68
- Open Issues: 13
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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)