nicolas-dufour Goto Github PK

bird-classification-challenge

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

cad

Code for "Don’t drop your samples! Coherence-aware training benefits Conditional diffusion" CVPR 2024 Highlight

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.

challenge_inf473v_baseline

Baseline code for the synthetic data challenge

cheese_classification_challenge

Baseline code for INF473V challenge for cheese classification

clip-retrieval

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

datascientist-job-study

Study done in 2019 on the data scientist job

diffusers

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

director

dnn-from-scratch

Implemented Neural networks, RBM and DBN from scratch

hilbert_curve

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

homm

High order Moment Models

instance-video-colorization

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

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.

osv5m

rakuten_colour_extraction

This repo contains our code for the rakuten data challenge

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

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

spark-genotype-data

time-series-self-supervised-learning

This project implements a self supervised learning method for time series

torchrl

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

video-question-answering

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