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Ian Johnson's Projects

artgenerator icon artgenerator

An experiment with GANs to generate new fine art pieces from a dataset of visual art.

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

fitnesspal icon fitnesspal

A website for uploading and browsing various workouts and muscle groups.

real-esrgan icon real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

recipegan icon recipegan

Large data science project to calculate recipe nutrition data and create new recipes using Tabular Generative Adversarial Network (TGAN) Deep Learning

stockmarkettwittersentiment icon stockmarkettwittersentiment

Performed Twitter Sentiment Analysis on 10 years of Twitter Data using bag of words approach, and predicted stock market trends using Time Series Neural Networks.

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