ComputerVision

1.Face Mask Detection-Using PyTorch

This notebook is used to identify three class of people:

With mask
Without mask
Mask weared incorrect

Here PyTorch library is used with Deep Residual Learning, Resnet34 network.

2. MNIST dataset analysis and prediction using LeNet-5 Architecture Convolutional Neural Network.

Contains detailed explanation of :

RGB Format
Convolutional Neural Network
The LeNet-5 Architecture
Display of images of different convolutional layers.

3. Area_Bounded_by_two_boxes.

This program calculates total area of the bounding boxes and finds the intersection of points of two boxes.