Foundations of Convolutional Neural Networks, deeplearning.ai Coursera

My solutions to the Programming Assignments.

Week 1: Foundations of Convolutional Neural Networks

Introduction to Convolution, pooling and paddnig.
Assignment 1: Implement conv layer in numpy (forward/backward)
Assignment 2: Intro. to TensoeFlow

Week 2: Deep convolutional models: case studies

ResNet
Inception
Assignment 1: Intro. to Keras
Assignmnet 2: ResNet50

Week 3: Object detection

Week 4: Special applications: Face recognition & Neural style transfer