ngonthier

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

IOPaint

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

techniques

Techniques for deep learning with satellite & aerial imagery

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

Awesome-Remote-Sensing-Foundation-Models

datasets

Datasets for deep learning with satellite & aerial imagery

open-cd

A Change Detection Repo Standing on the Shoulders of Giants

satellite-imagery-labeling-tool

This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.

Satellite-Image-Time-Series-Datasets

This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellite videos, for various computer vision and deep learning tasks. It covers multi-temporal datasets with more than two acquisitions but not bi-temporal datasets.

OpenForest

:evergreen_tree: :deciduous_tree: :palm_tree: A catalogue of open access forest datasets

OmniSat

Hi-UCD-S

A dataset for deep learning based urban semantic chang detection.

dynnet

Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]

nora

A Notion template to help you keep track of the papers you read, their authors, your notes and more 🚀⚡🔥

guided_anisotropic_diffusion

learnable-typewriter

The Learnable Typewriter: A Generative Approach to Text Line Analysis

REACTIV

Rapid and EAsy Change detection in radar TIme-series by Variation coefficient

odeon

ODEON is a task-agnostic framework for deep learning applied to remote sensing

FlightScope_Bench

Officiel implementation of the paper " FlightScope: A Deep Comprehensive Assessment of Aircraft Detection Algorithms in Satellite Imagery "

satellite-change-events

Implementation for "Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery"

BSB-Aerial-Dataset

ArtDL

trainminator

Outil de labellisation développé en interne à l'IGN/DSI/(SDM et SIMV)

pacasam

Patch-Catalogue-Sampling: methods to sample a catalogue (e.g. PostGIS database) of data patches based on their metadata, for deep learning dataset pruning.

odeon

odeon official repository

WuLasLib

ShadowT

Shadow processing software

readin_group_presentations

contains presentations given during the LASTIG Reading Group session of 2024