Arthur Douillard's Projects
Grammar scrapper to produce csv usable by Anki
Detector of Hot Dog, from the show Silicon Valley
Template that updates the repo https://github.com/arthurdouillard/arthurdouillard.github.io
Detection of humans with SVM and HOG & SIFT features.
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
Some experiments to learn Jax/Haiku.
Kaggle challenges
Deep Learning for humans
Implementation in Keras of Effnet (https://arxiv.org/abs/1801.06434)
Implementation in Keras of MobileNet (https://arxiv.org/abs/1704.04861)
Keras implementation of RetinaNet object detection.
Implementation in Keras of ShuffleNet (https://arxiv.org/abs/1707.01083)
Implementation in Keras of: Snapshot Ensembles: Train 1, get M for free (https://arxiv.org/abs/1704.00109)
Implementation in Keras of Squeeze and Excitation (https://arxiv.org/abs/1709.01507)
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
Conway's game of life generator
Lowshot learning with PyTorch
Flask blog with account system, in-browser editing
Unfinished Work: Implementation of Multi-Adversarial Domain Adaptation (https://arxiv.org/abs/1809.02176) in Pytorch
A Home-Made Machine Learning Library
An app that rates movies according to its comments, incremental learning is also done.
Implementation of NALU & NAC (https://arxiv.org/abs/1808.00508 | DeepMind) in PyTorch.
Oh ça sert
My blog
A small reinforcement library. Just for fun.
A collection of Optimizers, from famous to exotic, implemented in PyTorch
Small tool to nicely crop figures in a pdf of multiple pages.