README.md

Convolutional Neural Networks and Computer Vision

Main

• Training a convolutional neural network for emotions recognition
• Swift playground explaining convolutions
• iOS app which recognizes emotions on the face

Illustrations

Some computer vision tasks: classification, localization, object detection, pose estimation, semantic segmentation, instance segmentation.

CNN building blocks

Pooling operation

Convolution operation

Examples of convolutional filters

Batch convolution

Fully connected layer

VGG-16 neural network for image classification