Suggested exercises

Suggested exercises#

Install dependencies, download the data, and run the notebooks to test whether dependencies were installed correctly.
Run 10_label_augment_train\03_napari_layers and practice interacting with Napari Layers in a notebook.
Run the notebooks in 10_label_augment_train on one of your own images. Label a single ROI and try to train a model to detect object in the rest of the image.
Run the notebooks in 15_sparse_labeling, add additional labels and try to improve the clustered ladybug detection.
Run the notebook in 20_scale\20_cell_pose_diameter.ipynb, and try tweaking the test image (for example make the spheres closer together or even overlapping)
Run the notebooks 30 through 50 in 20_scale and try to train a cellpose model to detect ladybugs at different scales.
Run notebook 20_scale\80_protrusions on one of your own tough images, and try to get perfect results self-predicting a single image.
Run notebook 20_mobile_sam or 30_filter_labels and try to find a filterset that finds ladybugs and discards other objects.