jamesrequa
Entrepreneur | AI Engineer | Top 1% ranked Kaggler. Passionate about AI, deep learning, and computer vision.
Los Angeles, CA
Pinned Repositories
planet-amazon-deforestation
The open source repository for the Kaggle Amazon forest devastation competition https://www.kaggle.com/c/planet-understanding-the-amazon-from-space
AI-Sign-Language-Recognizer
I built a system that can recognize words communicated using the American Sign Language (ASL).
Dog-Breed-Classifier
I built a CNN that can classify dog breeds
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
GAN-Image-Classifier
Build a GAN for image classification using semi-supervised learning.
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.
Stock-Predictor-RNN
Build an RNN in Keras used for predicting stock prices.
TV-Script-RNN
Built a Recurrent Neural Network used to generate new TV scripts for the Simpsons show
jamesrequa's Repositories
jamesrequa/Dog-Breed-Classifier
I built a CNN that can classify dog breeds
jamesrequa/Facial-Keypoint-Detection
I created an end-to-end facial keypoint recognition system using deep learning and computer vision techniques
jamesrequa/GAN-Image-Classifier
Build a GAN for image classification using semi-supervised learning.
jamesrequa/Kaggle-Invasive-Species-Monitoring-Competition
My 1st place solution to the Kaggle Invasive Species Monitoring Competition
jamesrequa/Language-Translator-RNN
I built a language translator algorithm using a Sequence to Sequence model Recurrent Neural Network.
jamesrequa/Stock-Predictor-RNN
Build an RNN in Keras used for predicting stock prices.
jamesrequa/Face-Generation-GAN
I use generative adversarial (GAN) networks to generate new images of faces.
jamesrequa/TV-Script-RNN
Built a Recurrent Neural Network used to generate new TV scripts for the Simpsons show
jamesrequa/AI-Sign-Language-Recognizer
I built a system that can recognize words communicated using the American Sign Language (ASL).
jamesrequa/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.
jamesrequa/Image-Classification-CNN
Built a Convolutional Neural Network for image classification using TensorFlow
jamesrequa/AI-Sudoku
Created my first AI agent that can solve any Sudoku puzzle
jamesrequa/AI-Isolation
I developed an adversarial search agent that can play the game Isolation
jamesrequa/CodeRed
jamesrequa/Emotion-Tracker
Track faces in video and identify facial expressions. Game where the player needs to mimic a random emoji
jamesrequa/fastai
The fastai deep learning library, plus lessons and and tutorials
jamesrequa/First-TensorFlow-Neural-Net
Built my first neural network with TensorFlow. It can correctly label images of English letters with over 80% accuracy.
jamesrequa/IMDB-Sentiment-Analysis
Build a neural network with Keras for sentiment analysis of IMDB reviews.
jamesrequa/My-First-Neural-Network
Built my very first neural network. This one happens to predict daily bike rental ridership.
jamesrequa/Sentiment-Analysis-RNN
A recurrent neural network that performs sentiment analysis
jamesrequa/Sherlock-Holmes-RNN
RNN that generates semi-coherent English sentences from scratch after being trained on the classic book The Adventures of Sherlock Holmes.
jamesrequa/Transfer-Learning-VGGNet
In an exercise in transfer learning, I use a pre-trained network, VGGNet, to classify images of flowers.
jamesrequa/VR-Apartment
VR iPhone app for Google Cardboard made with Unity. The app depicts an apartment that the user can navigate around.
jamesrequa/VR-Maze
Created a VR Maze iPhone App for Google Cardboard using Unity
jamesrequa/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.
jamesrequa/YOLOv3
Keras implementation of yolo v3 object detection.