This repo has some of the projects from the Deep learning specialization that I completed in late 2020.
Here I have built a Neural Machine Translation (NMT) model to translate human-readable dates ("25th of June, 2009") into machine-readable dates ("2009-06-25") using the attention sequence to sequence model.
A unidirectional RNN model built using GRU layers that recognizes a trained word such as “Activate” from a given sound clip. A model that can be used in a voice assistant.
In this project I use the Gatys, et al algorithm to transfer styles from some famous paintings such as that of Picasso to real world images.
Here I use ideas from two popular models FaceNet and Deepface to build two models, one for face verification trained on a public faces dataset. Another one for face recognition. Some of the tasks in the project include.
Here I build the original YOLO network to detect cars in a given image.