https://github.com/benjamindkilleen/artifice
Object detection in scientific images, confronting data scarcity and general principles with boundary-aware augmentation.
https://github.com/benjamindkilleen/artifice
active-learning annotation augmentation computer-vision data-augmentation keras machine-learning object-detection scientific-images tensorflow tensorflow-keras unet unet-keras
Last synced: about 2 months ago
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Object detection in scientific images, confronting data scarcity and general principles with boundary-aware augmentation.
- Host: GitHub
- URL: https://github.com/benjamindkilleen/artifice
- Owner: benjamindkilleen
- License: apache-2.0
- Created: 2018-10-02T22:10:09.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2019-10-19T19:28:52.000Z (over 6 years ago)
- Last Synced: 2025-10-07T08:47:06.267Z (9 months ago)
- Topics: active-learning, annotation, augmentation, computer-vision, data-augmentation, keras, machine-learning, object-detection, scientific-images, tensorflow, tensorflow-keras, unet, unet-keras
- Language: Python
- Homepage:
- Size: 627 MB
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 0