wkhademi

ImageEnhancement

Various models for handling underexposure, overexposure, super-resolution, shadow removal, etc.

TNNR

Python implementation of "Matrix Completion by Truncated Nuclear Norm Regularization" by Zhang et al. Both the alternating direction method of multipliers (ADMM) and accelerated proximal gradient line search method (APGL) are implemented.

CNN-Architectures-for-Image-Classification

A TensorFlow implementation of an assortment of CNN architectures used for image classification (LeNet, AlexNet, VGG-19, ResNet-50, GoogLeNet).

Rogue_Wave_PDEs

Solutions to various PDEs that model rogue waves (doubly-localized, time-periodic, higher-order) using numerical methods (4th-order Runge Kutta) and physics informed neural networks (PINNs)

PixelCNN

A TensorFlow implementation of the PixelCNN.

depth_estimation

SimGAN

Implementation of SimGAN for making simulated microscopy data more realistic