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Hoang M. Le's Projects

c5 icon c5

Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)

car-behavioral-cloning icon car-behavioral-cloning

Built and trained a convolutional network for end-to-end driving in a simulator using Tensorflow and Keras

cartoongan-tensorflow icon cartoongan-tensorflow

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

cie_xyz_net icon cie_xyz_net

PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep_white_balance icon deep_white_balance

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

gamut-mlp icon gamut-mlp

Repository for the paper: GamutMLP - A Lightweight MLP for Color Loss Recovery (CVPR 2023)

gsoc icon gsoc

Numfocus Google Summer of Code Materials

histogan icon histogan

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

mixedillwb icon mixedillwb

Reference code for the paper Auto White-Balance Correction for Mixed-Illuminant Scenes.

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