This project is for Assignment WIA3001 Soft Computing
This project use Convolutional Neural Network with MobileNetV2 with 20 EPOCH value consist of 5 classess which as follows:
- Correct Mask
- Mouth Chin Mask
- Nose Mouth Mask
- Chin Mask
- No Mask
Library Use
- Tensorflow
- Keras
- SciPy
- IMultils
- MobileNetV2
Dataset Source:
- https://github.com/cabani/MaskedFace-Net
- https://github.com/X-zhangyang/Real-World-Masked-Face-Dataset
- https://github.com/Raihansatar/RT-FaceMaskDetection
- https://github.com/balajisrinivas/Face-Mask-Detection
Model training have been done using Google Colab as limited resources if doing using personal computer. Model behaviour graph can be found in the folder.