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Gonthier Nicolas's Projects

capsulevos icon capsulevos

Code for the ICCV 2019 paper CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing

discover-cookbook icon discover-cookbook

The NumFOCUS DISCOVER Cookbook (Diverse & Inclusive Spaces and Conferences: Overall Vision and Essential Resources). A guide for organizing more diverse and inclusive events and conferences, produced by the NumFOCUS Diversity & Inclusion in Scientific Computing (DISC) Program, with support from the Moore Foundation.

docextractor icon docextractor

(ICFHR 2020 oral) Code for "docExtractor: An off-the-shelf historical document element extraction" paper

dti-sprites icon dti-sprites

Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper

earthvision-weakly-cd icon earthvision-weakly-cd

1st Place Solution for the EARTHVISION 2021 DynamicEarthNet Challenge - Weakly-Supervised Multi-Class Change Detection Track at CVPRW 2021

fontadaptor icon fontadaptor

Data and implementation of ECCV2020 paper 'Adaptive Text Recognition through Visual Matching'

homm icon homm

High order Moment Models

icono_art_analysis icon icono_art_analysis

3 years of coding and experiments about weakly supervised object detection in new domain of images, fine-tuning and feature visualization. This repository is a mess.

imsearch-tools icon imsearch-tools

Python utilities for automated download of images from various web sources

mi_max icon mi_max

Multi Instance Perceptron for weakly supervised transfer learning of deep detector - Weakly Supervised Object Detection in Artworks

misvm icon misvm

Multiple-Instance Support Vector Machines

multi-instance-experiments icon multi-instance-experiments

Python implementation of the experiments for ''Instance-level accuracy versus bag-level accuracy in multi-instance learning'', Gitte Vanwinckelen et al

multiresolution_texture icon multiresolution_texture

Code to reproduce results of our multi-resolution texture synthesis with CNN. Associated to the research article : "High resolution neural texture synthesis with long range constraints" https://arxiv.org/abs/2008.01808

opacus icon opacus

Training PyTorch models with differential privacy

pcl.pytorch icon pcl.pytorch

PyTorch codes for our paper "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".

propinquity icon propinquity

Pipeline for image classification at The Norwegian National Museum and zooming display mechanism.

style-transfer icon style-transfer

This project try to better understand the power of the Gatys and al. texture synthesis algorithm by using news kind of cost function.

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