samy KHELIFI 's repositories
python_ml_project_skeleton
generic skeleton for machine learning project with python, hydra, pytest, sphinx, github actions, etc.
dsb2018_topcoders
DSB2018 [ods.ai] topcoders
Atten_Deep_MIL
This is an implementation of ICML 2018 "Attention-based Deep MIL"
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Brain-tumor-segmentation
A deep learning approach for brain tumor MRI segmentation
cardiac-segmentation
Right Ventricle Cardiac MRI Segmentation
DeepHyperX
Deep learning toolbox based on PyTorch for hyperspectral data classification.
DISIR
Deep Image Segmentation with Interactive Refinement
domain_specific_cl
Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"
FLAIR-1-AI-Challenge
Baseline of the first IGN AI challenge, FLAIR #1
Image_Segmentation
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
imglab
To speedup and simplify image labeling/ annotation process with multiple supported formats.
Kaggle-Carvana-3rd-Place-Solution
3rd place solution ( Carvana Image Masking Challenge )
Keras-GAN
Keras implementations of Generative Adversarial Networks.
lightweight-temporal-attention-pytorch
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification
odeon-landcover
ODEON stands for Object Delineation on Earth Observations with Neural network. It is a set of command-line tools performing semantic segmentation on remote sensing images (aerial and/or satellite). This version is one used for a national landcover project and is not oriented to be a generic deep learning ofr earth observation
scriptedforms
Quickly create live-update GUIs for Python packages using Markdown and simple HTML elements.
squeeze_and_excitation
PyTorch Implementation of 'squeeze and excitation' blocks for Fully Convolutional Neural Networks
StainGAN
Cycle-Consistent Adversarial Networks for Histopathological Stain Style Transfer
STEGO
Unsupervised Semantic Segmentation by Distilling Feature Correspondences
test_cli
tests some CLI tools for python development
tfwss
Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).