Discover @jamesrequa Open Source projects

James Requa (@jamesrequa)

jamesrequa

Stars
125
Global Rank 176,554 (Top 7 %)
Followers 91
Registered over 8 years ago
Most used languages

Jupyter Notebook
75.0 %

HTML
16.7 %

Python
8.3 %
Location 🇺🇸 United States
Country Total Rank 38,497
Country Ranking

Jupyter Notebook
1,420

Dog-Breed-Classifier

I built a CNN that can classify dog breeds

Jupyter Notebook

Facial-Keypoint-Detection

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

Jupyter Notebook

Language-Translator-RNN

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

Jupyter Notebook

GAN-Image-Classifier

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

Jupyter Notebook

Kaggle-Invasive-Species-Monitoring-Competition

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

Jupyter Notebook

Stock-Predictor-RNN

Build an RNN in Keras used for predicting stock prices.

Jupyter Notebook

Face-Generation-GAN

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

Jupyter Notebook

TV-Script-RNN

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

AI-Sign-Language-Recognizer

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

Jupyter Notebook

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.

Jupyter Notebook

Image-Classification-CNN

Built a Convolutional Neural Network for image classification using TensorFlow

AI-Sudoku

Created my first AI agent that can solve any Sudoku puzzle