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emipasat avatar emipasat commented on July 17, 2024

This is your example I was referring to (from the other repository):
image

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FurkanOM avatar FurkanOM commented on July 17, 2024

Hi, the lion prediction was made without the nms.
If you remove the non max suppression method, sort the predictions according to the probabilities and draw the first few results, you can get similar results.

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FurkanOM avatar FurkanOM commented on July 17, 2024

Or you can try my last update.
I made the change mentioned above in rpn predictor.

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emipasat avatar emipasat commented on July 17, 2024

With the latest update I got these (with a clean pulled master branch). All boxes are starting from upper left:
image
image
Doing a quick print of the selected_rpn_bboxes tensor gives values between 1 and 10:
image
From the TF docs it seems expected values should be between 0 and 1:
image

Should I try to retrain my model or I'm missing something?
Model is trained with rpn_trainer.py, mobilenet_v2 and voc/2007.

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FurkanOM avatar FurkanOM commented on July 17, 2024

Hi, your results already range from 0 to 1.
We can simply say that your model is not well trained.
When your model is sufficiently trained, you should get similar results below.
dog
people

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emipasat avatar emipasat commented on July 17, 2024

Ok, I'll train it again for 100 epochs and for voc2012.
Thanks a lot!

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