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bedapudi6788 avatar bedapudi6788 commented on July 17, 2024 1

(1) The only way I can improve the model is retraining the model, right?

Yes.

(2) What's the difference between classifier.classify and nudeclient.predict ?

They are both the same. NudeClietnt uses the model in tensorflow serving format.

(3) If I want to classify the safe picture, how much threshold do I need to set to identify the picture is safe?

0.5 is a decent threshold.

classifier is also available as a pre-built API at https://fastdeploy.notai.tech/recipes#image-classification

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bedapudi6788 avatar bedapudi6788 commented on July 17, 2024

In the image, the model was not able to detect anything. There is no error per se.

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happypqq avatar happypqq commented on July 17, 2024

Thanks for your reply !

After modify classifier.py to url = 'https://github.com/bedapudi6788/NudeNet-models/blob/master/v1/classifier_model'
and detector.py to url = 'https://github.com/bedapudi6788/NudeNet-models/blob/master/v1/detector_model'.
I get the censor picture with black block after sending another picture.

(1) The only way I can improve the model is retraining the model, right?
(2) What's the difference between classifier.classify and nudeclient.predict ?
(3) If I want to classify the safe picture, how much threshold do I need to set to identify the picture is safe?

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