This repository contains projects around Deep Learning, including all the projects I did during the Deep Learning Nanodegree at Udacity as well as lessons from other sources.
In this project I build a simple TensorFlow model from scratch (just a multiplication of two tensors), export it to TF Lite and then open it with ML Kit from Firebase in an Android app.
This sample helps understand the different concepts and steps to export models and use them on Android applications.
Udacity Nanodegree Projects:
Project 1: Simple Neural Network
In this project I build and train a neural network from scratch to predict the number of bikeshare users on a given day.
Project 2: Dog Breed Classifier
In this project I design and train a convolutional neural network to analyze images of dogs and correctly identify their breeds. Used transfer learning and well-known architectures to improve the model.
Project 3: TV Script Generator
In this project I build a recurrent neural network on TensorFlow to process text. Used it to generate new episodes of The Simpsons, based on old scripts.
Project 4: Face Generator
In this project I build a pair of Multi-Layer Neural Networks and make them compete against each other in order to generate realistic faces. Then training them on a set of celebrity faces to generate new ones.
Project 5: Teaching a Quadcopter to fly with Reintforcement Learning
In this project I build a reinforcement learning neural network to help a quadcopter learn to fly.
This folder contains samples and notes from online courses
Most of the data can also be found on the original Udacity repo: https://github.com/udacity/deep-learning
It also contains notes and lessons from other courses, tutorials, etc.
All the code, projects, sample data, etc. belong first to Udacity and secondly to this repo author (Miquel Beltran).
The reproduction, total or partial, of the contents of this repo is forbidden except if specified otherwise.
IF YOU COPY CODE FROM THIS REPO INTO YOUR UDACITY PROJECT SUBMISSIONS YOU WILL BE BREAKING THE CODE OF HONOR AND MAY FACE CONSECUENCES (LIKE BEING KICKED OUT OF THE COURSE)
Read more about it here: https://udacity.zendesk.com/hc/en-us/articles/360001451091-What-is-plagiarism-