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GantMan avatar GantMan commented on May 22, 2024

I haven't had such poor results. How clean/sure are you of your data?

Also which model did you use? Keras or TF?

I do not have such poor results on my machine, so I'm trying to gather the details.

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jiangyurong609 avatar jiangyurong609 commented on May 22, 2024

I used this keras model https://s3.amazonaws.com/nsfwdetector/nsfw.299x299.h5. I basically ran the scripts in https://github.com/alexkimxyz/nsfw_data_scraper to generate the train dataset, and used the train dataset to test it. There are 106153 porn images tested with the model. What's your suggestions around this test? Thanks

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GantMan avatar GantMan commented on May 22, 2024

Wow. That result sucks! It sounds like I need to re-run the scraper and get some more data and see if I can retrain the model. It's doing amazing with my local dataset. Which was pulled not long ago.

Feel free to see if training on your dataset improves performance.

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jiangyurong609 avatar jiangyurong609 commented on May 22, 2024

@GantMan thanks, I will try to do it when I have time. Meanwhile, if you had chance to re-train, please let me know. Thanks

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GantMan avatar GantMan commented on May 22, 2024

Also, if you run the "self clense" script can you let me know if you have a lot of errors in your dataset?

Mine was pretty clean. From what I recall, a fresh pull on NSFW data scraper can be pretty off.

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jiangyurong609 avatar jiangyurong609 commented on May 22, 2024

@TechnikEmpire what's the advantage of SSD for this simple classification?

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GantMan avatar GantMan commented on May 22, 2024

Hrmmm. That came off kinda harsh. This project is about everything and everyone. Would you like to try again? I think this is a great chance for you to practice sharing your research in a friendly yet challenging way.

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