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Mario Beaulieu's Projects

cans2ds icon cans2ds

cans2ds is a extension of eurosats sentinel-2 dataset with tiles from differents parts of Canada

deepforest icon deepforest

Python Package for Tree Crown Detection in Airborne RGB imagery

eodag icon eodag

Earth Observation Data Access Gateway

evaldom_pl icon evaldom_pl

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

gan icon gan

Generative Adverserial Netwoks

gdal icon gdal

GDAL is an open source X/MIT licensed translator library for raster and vector geospatial data formats.

gnn icon gnn

Graph Neural Networks

hiddenlayer icon hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

ignite icon ignite

High-level library to help with training neural networks in PyTorch

lightning-hydra-template icon lightning-hydra-template

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

masterclass-biodiversity icon masterclass-biodiversity

This repository is related to the AI for Biodiversity Masterclass as part of the 2021 edition of the AI for Climate Global Forum.

mil-std-1553-simulator icon mil-std-1553-simulator

MIL-STD-1553 is a serial communication protocol that is used in spacecrafts. This repository contains a simulation for this protocol. It can be used to create any space applications by importing the simulator into your code.

peps_download icon peps_download

Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

seiscl icon seiscl

Software for viscoelastic full waveform inversion on large heterogeneous clusters

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