jamesrequa/AI-Sign-Language-Recognizer

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jamesrequa/AI-Sign-Language-Recognizer

jamesrequa

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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

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

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Stock-Predictor-RNN

Build an RNN in Keras used for predicting stock prices.

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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-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