𝗙𝗮𝗰𝗲 𝗠𝗮𝘀𝗸 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 𝘀𝘆𝘀𝘁𝗲𝗺 𝗯𝗮𝘀𝗲𝗱 𝗼𝗻 𝗰𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝘃𝗶𝘀𝗶𝗼𝗻 𝗮𝗻𝗱 𝗱𝗲𝗲𝗽 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝘂𝘀𝗶𝗻𝗴 𝗢𝗽𝗲𝗻𝗖𝗩 𝗮𝗻𝗱 𝗧𝗲𝗻𝘀𝗼𝗿𝗳𝗹𝗼𝘄/𝗞𝗲𝗿𝗮𝘀 😷😷.
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