nicolas-dufour's repositories
instance-video-colorization
This project aims to use the instance colorization model and apply it to video in a time consistent manner
self-supervised-low-res-speech
This project transfert the self supervised Wav2vec2 representation to low ressources languages
time-series-self-supervised-learning
This project implements a self supervised learning method for time series
bird-classification-challenge
This is my solution for the RecVis Challenge where i ended 1st on fine-grained classification on bird dataset
cheese_classification_challenge
Baseline code for INF473V challenge for cheese classification
datascientist-job-study
Study done in 2019 on the data scientist job
dnn-from-scratch
Implemented Neural networks, RBM and DBN from scratch
cassava-leaf-disease-classification
The objective of this project is to be able to discriminate from 4 of the most common leaf disease that infect cassava crops.
cassiopee-nn-activation
This repository is used to commit my progress on my cassiopée project at Télécom SudParis (French engineering school). This project aim to study activation function in neural networks.
video-question-answering
Given a video, we are able to automaticaly answer questions about what is happening in the video.
challenge_INF473V_baseline
Baseline code for the synthetic data challenge
clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
hilbert_curve
maps between 1-D space filling hilbert curve and N-D coordinates
HoMM
High order Moment Models
markov-field-segmentation
We use markov fields to do unsupervised image segmentation
mbrl-lib
Library for Model Based RL
metrics
Machine learning metrics for distributed, scalable PyTorch applications.
rakuten_colour_extraction
This repo contains our code for the rakuten data challenge
semi-markov-image-segmentation
This repository contains the code for our final engineering project. This project aims to use semi-markov modelisation to improve an image segmentation task
torchrl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.