Dean S. Hazineh's repositories
DFlat-tensorflow
(Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.
Multi-Image-Synthesis
The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces
Deep-Learning-Color-for-Manga
Implements the Pix2Pix TF architecture (cGAN for image translation) in Python 3.5, TF 1.12 to deeplearn colorization for black and white sketches, manga, and anime
Emergent-World-Representations-Othello
A mechanistic interpretability study invvestigating a sequential model trained to play the board game Othello
Pytorch-Deep-Learning-Examples
A small collection of .ipynb notebooks that implements basic tests and demos of some repositories published in computer vision journals
Pix2Pix_Modern
A modern rewrite of the Pix2Pix architecture in pytorch. Basic backbones updated for attention and the usual new practices.