Comments (3)
(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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In the image, the model was not able to detect anything. There is no error per se.
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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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Related Issues (20)
- UserWarning: Specified provider 'CUDAExecutionProvider' is not in available provider names.Available providers: 'AzureExecutionProvider, CPUExecutionProvider' HOT 1
- pretrained model best.onnx HOT 1
- in_browser "Can't create a session" HOT 1
- Accuracy Issues with Certain Classes in NudeClassifier HOT 1
- Onnx Post-Processing, NMS, TensoRT HOT 4
- Possible with tf-light? HOT 3
- I made a censor extension for stable diffusion web ui using nudenet HOT 3
- Dataset question
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- Dataset availability
- ONNX Model wont load HOT 2
- not lunching after install HOT 6
- Not Predicting unsafe on some nsfw images HOT 1
- Censor type HOT 1
- why is web version much better than python library? HOT 1
- how to cover parts after detected ? HOT 1
- New detector only inputs path, can't use with cv images. HOT 3
- Centering censorship area around specific points HOT 1
- Error: no available backend found. ERR: [wasm] RangeError: Out of memory, [cpu] Error: previous call to 'initWasm()' failed., [webnn] Error: previous call to 'initWasm()' failed. HOT 1
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