Alexandre Zouaoui's repositories
resnet50-imagenet-baseline
Image classification baseline using ResNet50 on ImageNet
IMA_RWCNN_project
Project on the texture synthesis using random filters in a CNN paper in the digital imaging course
PL-Hydra-template
PyTorch Lightning + Hydra template to use DDP
SubredditsGraph
Aggregating a bunch of graph theory results on a live dataset based on Reddit's API. Explore subreddits connections through ``cross-posting``.
3DCNN-var
Implementation of paper "A 3D-CNN Framework for Hyperspectral Unmixing with Spectral Variability" (T-GRS 2022)
DeepLearning_MVA
Homeworks in the Deep Learning course by Vincent Lepetit
KMML_challenge
Kernel Method for Machine Learning Kaggle challenge
whereisgoogle
Where is Charlie but with the Google Logo
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
github-profile-picture
Scrap the profile page contributions to create a random GitHub profile picture based on the color distribution.
hu_autoencoders
A repository for methods by and implemented by the authors' that were used in the paper: Blind Hyperspectral Unmixing using Autoencoders: A Critical Comparison
inzouzouwetrust.github.io
Personal GitHub website
kickstart.nvim
A launch point for your personal nvim configuration
MiSiCNet
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing
MUA_SparseUnmixing
A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing
NMF-QMV_demo
Nonnegative matrix factorization-quadratic minimum volume (NMF-QMV) based hyperspectral unmixing
PL-Hydra-DDP-bug
Bug when using PL DDP with Hydra
playground
Series of playground notebook to freely share knowledge
pytorch-cifar
95.16% on CIFAR10 with PyTorch
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
SVATN
Spectral Variability Augmented Two-Stream Network for Hyperspectral Sparse Unmixing
template_UGA_manuscrit_ENG
The goal of this repository is to cut out all of the hard work of using LaTeX so that one could easily write their dissertation/thesis for the Université Grenoble Alpes. (Date update October 2022)
tensorboard
TensorFlow's Visualization Toolkit
vae_synthetic_hsi
Sources for the method proposed in "Synthetic Hyperspectral Images with Controllable Spectral Variability and Ground Truth"