-
Neural Style Transfer (Deep Learning Notes C4W4)
generation of an image that blends the content from one image and the style of the other
-
Face Recognition (Deep Learning Notes C4W4)
training a Siamese network for face recognition tasks with a triplet loss function
-
Image Semantic Segmentation (Deep Learning Notes C4W3)
labelling and colouring the pixels of an image into a set of predefined classes
-
Object Detection (Deep Learning Notes C4W3)
object detection and the YOLO algorithm
-
Training Deeper CNNs (Deep Learning Notes C4W2)
residual networks (ResNets), depthwise separable convolutions and further advices
-
Convolutional Neural Networks (Deep Learning Notes C4W1)
ABC of convolutional neural networks
-
Improving Deep Neural Networks (Deep Learning Notes C2 Full)
hyper-parameter tuning, regularization and optimization algorithms
-
Multi-layer Neural Networks (Deep Learning Notes C1W4)
forward and backward propagation for a multi-layer neural network