jamesrequa Goto Github PK

ai-isolation

I developed an adversarial search agent that can play the game Isolation

ai-planning

I created a planning search agent to solve deterministic logistics planning problems, defined in classical Planning Domain Definition Language (PDDL), for an Air Cargo transport system.

ai-sign-language-recognizer

I built a system that can recognize words communicated using the American Sign Language (ASL).

ai-sudoku

Created my first AI agent that can solve any Sudoku puzzle

codered

dog-breed-classifier

I built a CNN that can classify dog breeds

emotion-tracker

Track faces in video and identify facial expressions. Game where the player needs to mimic a random emoji

face-generation-gan

I use generative adversarial (GAN) networks to generate new images of faces.

facial-keypoint-detection

I created an end-to-end facial keypoint recognition system using deep learning and computer vision techniques

fastai

The fastai deep learning library, plus lessons and and tutorials

first-tensorflow-neural-net

Built my first neural network with TensorFlow. It can correctly label images of English letters with over 80% accuracy.

gan-image-classifier

Build a GAN for image classification using semi-supervised learning.

image-classification-cnn

Built a Convolutional Neural Network for image classification using TensorFlow

imdb-sentiment-analysis

Build a neural network with Keras for sentiment analysis of IMDB reviews.

kaggle-invasive-species-monitoring-competition

My 1st place solution to the Kaggle Invasive Species Monitoring Competition

language-translator-rnn

I built a language translator algorithm using a Sequence to Sequence model Recurrent Neural Network.

my-first-neural-network

Built my very first neural network. This one happens to predict daily bike rental ridership.

sentiment-analysis-rnn

A recurrent neural network that performs sentiment analysis

sherlock-holmes-rnn

RNN that generates semi-coherent English sentences from scratch after being trained on the classic book The Adventures of Sherlock Holmes.

stock-predictor-rnn

Build an RNN in Keras used for predicting stock prices.

transfer-learning-vggnet

In an exercise in transfer learning, I use a pre-trained network, VGGNet, to classify images of flowers.

tv-script-rnn

Built a Recurrent Neural Network used to generate new TV scripts for the Simpsons show

vr-apartment

VR iPhone app for Google Cardboard made with Unity. The app depicts an apartment that the user can navigate around.

vr-maze

Created a VR Maze iPhone App for Google Cardboard using Unity

vr-puzzler-game

Developed a VR version of the traditional “Simon Says” game. The app was created using Unity and ported to iPhone for use with Google Cardboard.

yolov3

Keras implementation of yolo v3 object detection.