[WIP] Updating fastai and segmentation models

machine-shop / mothra

Automated butterfly wing length measurement

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Closed alexdesiqueira closed 3 years ago

alexdesiqueira commented 3 years ago

In this PR, we:

update fastai version to 2, and refactor all necessary code.
rewrite the deep learning segmentation models: instead of returning only the Lepidoptera, they now recognize the ruler and labels as well.
remove classical and grabcut segmentation options, leaving only U-nets.

alexdesiqueira commented 3 years ago

This PR is doing a lot at once; closing. I will reopen its contents in ~two~ a couple of different ones.