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MONAI nodule detection model training and handling zero nodule datasets #681

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DSRajesh opened this issue Sep 28, 2024 · 0 comments
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@DSRajesh
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DSRajesh commented Sep 28, 2024

Hello
Thank you for the MONAI team. I have been training a nodule detection model using
image

Among my datasets I have some which have 0 nodules in them. And i think i get a error log as shown below for such cases

image
I have applied the correction mentioned there

i.e
boxes = torch.reshape ( boxes, [ 0, 4 ] ) as follows:

image

but i still get the same error log as shown above. May i know the reason for this and the solution for the same please. Also I have used datasets that have 0 nodules and a nnDetection (https://github.com/MIC-DKFZ/nnDetection) model trains well under such situations.

Rajesh D S

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