WayScience / phenotypic_profiling

Machine learning for predicting 15 single-cell phenotypes from cell morphology profiles
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Add single cell sample images module #10

Closed roshankern closed 1 year ago

roshankern commented 1 year ago

This is ready for review!

This PR is the start of the single cell sample images module, which should provide a quick example of the model in action to new visitors. In correct_15_images.ipynb, we show 15 sample single cell images that the final model from 2.train_model correctly classifies. Three single cell images from each of the 5 top performing classes (as determined by F1 score) are displayed and their paths are saved.

Note: Sample image files will be uploaded at the end of the PR, as including them here will make the review more difficult.

Sorry it is so large :(