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Lucas Vieira de Miranda's Projects

dlnd_face_generation icon dlnd_face_generation

In this project, you'll use generative adversarial networks to generate new images of faces.

dlnd_language_translation icon dlnd_language_translation

In this project, you’re going to take a peek into the realm of neural network machine translation. You’ll be training a sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French.

gitignore icon gitignore

A collection of useful .gitignore templates

image-classification icon image-classification

Classify images from the [CIFAR-10 dataset](https://www.cs.toronto.edu/~kriz/cifar.html). The dataset consists of airplanes, dogs, cats, and other objects. You'll preprocess the images, then train a convolutional neural network on all the samples. The images need to be normalized and the labels need to be one-hot encoded. You'll get to apply what you learned and build a convolutional, max pooling, dropout, and fully connected layers. At the end, you'll get to see your neural network's predictions on the sample images.

minimapper icon minimapper

It's a simple tool that read database schema and generate domain models and mappings to NHibernate and Entity Framework.

profit icon profit

It's a simple program to manage revenues and expenses.

rubiks icon rubiks

A simple simulator of Rubik's Cube developed in Unity 3D with C#.

tv-script-generation icon tv-script-generation

In this project, you'll generate your own Simpsons TV scripts using RNNs. You'll be using part of the Simpsons dataset of scripts from 27 seasons. The Neural Network you'll build will generate a new TV script for a scene at Moe's Tavern.

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