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