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Fine-tuning a Cellpose model #1089

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martynasriauka opened this issue Jan 16, 2025 · 1 comment
Open

Fine-tuning a Cellpose model #1089

martynasriauka opened this issue Jan 16, 2025 · 1 comment

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@martynasriauka
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Hello,

Is there a way to fine-tune a Cellpose model using the gui without having the _seg.npy masks (I have only images+_masks.tif files corresponding to each image in the folder)? If not, should I save those instance-labeled masks as _seg.npy? How should it be done? Sorry if it's already been asked.

@Jiadalee
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Jiadalee commented Jan 21, 2025

no, you don't have to convert masks to be _seg.ny file. Just adding the postfix '_masks' to your masks tif files should be fine. Would you mind sharing how you re-load the fine-tuned cellpose model for evaluation by using the cellposeModels module? I'm doing the same but not sure which is the correct to reload a fine-tuned cellpose model for evaluation. I posted a question #1088

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