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CDS Nude Detection Project

The aim of the project is to create a model that is able to accurately classify images into nsfw and sfw images.
We have built a classication and detection model to classify NSFW/SFW images and provide coordinates for live censoring.

Models

Link to saved models

Name Loss_ Accuracy
model_1_(255x255).h5 TBC TBC
model_2_(64x64).h5 TBC TBC
model_3_(512x512).h5 TBC TBC
model_4_16batch_50epochs.h5 TBC TBC
model_5_64batch_5epochs.h5 TBC TBC
model_6_64batch_15epochs.h5 0.12477310001850128 0.9331003427505493

We also managed to achieve an mAP of 0.69 for our detection model.

Contributor

Andre Hadianto (hi Andre :D)
Antonio Miguel Canlas Quizon
Kenneth Ng

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