๐๐ฎ๐ฐ๐ฒ ๐ ๐ฎ๐๐ธ ๐๐ฒ๐๐ฒ๐ฐ๐๐ถ๐ผ๐ป ๐๐๐๐๐ฒ๐บ ๐ฏ๐ฎ๐๐ฒ๐ฑ ๐ผ๐ป ๐ฐ๐ผ๐บ๐ฝ๐๐๐ฒ๐ฟ ๐๐ถ๐๐ถ๐ผ๐ป ๐ฎ๐ป๐ฑ ๐ฑ๐ฒ๐ฒ๐ฝ ๐น๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐๐๐ถ๐ป๐ด ๐ข๐ฝ๐ฒ๐ป๐๐ฉ ๐ฎ๐ป๐ฑ ๐ง๐ฒ๐ป๐๐ผ๐ฟ๐ณ๐น๐ผ๐/๐๐ฒ๐ฟ๐ฎ๐ ๐ท๐ท.
Being a keen deep learning enthusiastic, I always want to apply my learning into practical manner. Here, I have implemented convolution neural network to detect face mask using keras/tensorflow and openCV .
- Best Training Accuracy : 95,74%
- Best Validation Accuracy : 98,97%
- Training Data : 1315 images .
- Validation Data : 194 images .
For more :
- Face Detection using OpenCV and Python .
- Getting Started with Images and videos .
- Convolutional Neural Networks in Python with Keras/Tf .
- Neural network (Validation-Test/ Loss function / saved model ... )
Source documentation : Opencv