Deep learning assignments

Repository containing the assignments of deep learning course of the EIT digital master's degree in data science at UPM📚.

Objective

The objective of this exercises is the creation of deep learning models for solving different problems, in assignment-1 the project consists in the prediction of the house median price and in assignment-2, the model solves image recognition and detection over the CIFAR dataset

Project structure

• assignment-1/: Implementation of the deep learning model used for the prediction of the median house value.
• assignment-2.1/: Presentation and code for the first computer vision assignment. The objective is to create a deep learning model for image classification, without using convolutional layers.
• assignment-2.2/: Presentation and code for the second computer vision assignment. The objective is to create a deep learning model for image classification using convolutional layers.
• assignment-2.3/: Presentation and code for the last computer vision assignment. The objective is to create a deep learning model for image segmentation and recognition.

Authors

• Rodrigo Pueblas - rguitar96
• Cristian Abrante - CristianAbrante
• Carlos Sánchez - Casamatechs