nicolas-dufour

bird-classification-challenge

This is my solution for the RecVis Challenge where i ended 1st on fine-grained classification on bird dataset

CAD

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

instance-video-colorization

This project aims to use the instance colorization model and apply it to video in a time consistent manner

SCAM

Code for SCAM! Transferring humans between images with Semantic Cross Attention Modulation. Also contains implementation for SPADE, CLADE, SEAN and INADE

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

video-question-answering

Given a video, we are able to automaticaly answer questions about what is happening in the video.

nicolas-dufour/SCAM

Code for SCAM! Transferring humans between images with Semantic Cross Attention Modulation. Also contains implementation for SPADE, CLADE, SEAN and INADE

nicolas-dufour/instance-video-colorization

This project aims to use the instance colorization model and apply it to video in a time consistent manner

nicolas-dufour/self-supervised-low-res-speech

This project transfert the self supervised Wav2vec2 representation to low ressources languages

nicolas-dufour/time-series-self-supervised-learning

This project implements a self supervised learning method for time series

nicolas-dufour/bird-classification-challenge

This is my solution for the RecVis Challenge where i ended 1st on fine-grained classification on bird dataset

nicolas-dufour/cheese_classification_challenge

Baseline code for INF473V challenge for cheese classification

nicolas-dufour/datascientist-job-study

Study done in 2019 on the data scientist job

nicolas-dufour/dnn-from-scratch

Implemented Neural networks, RBM and DBN from scratch

nicolas-dufour/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.

nicolas-dufour/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.

nicolas-dufour/video-question-answering

Given a video, we are able to automaticaly answer questions about what is happening in the video.

nicolas-dufour/challenge_INF473V_baseline

Baseline code for the synthetic data challenge

nicolas-dufour/clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

nicolas-dufour/diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

nicolas-dufour/hilbert_curve

maps between 1-D space filling hilbert curve and N-D coordinates

nicolas-dufour/HoMM

High order Moment Models

nicolas-dufour/markov-field-segmentation

We use markov fields to do unsupervised image segmentation

nicolas-dufour/mbrl-lib

Library for Model Based RL

nicolas-dufour/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

nicolas-dufour/rakuten_colour_extraction

This repo contains our code for the rakuten data challenge

nicolas-dufour/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

nicolas-dufour/spark-genotype-data

nicolas-dufour/torchrl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.