167 Open source projects that are alternatives of or similar to CDLab

[MultiTemp 2019] Official Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"

QGIS 2 plugin for applying change detection algorithms on high resolution satellite imagery

Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection

This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.

The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method

Global shoreline mapping tool from satellite imagery

The STARFM fusion model for Python

Miami InSAR time-series software in Python

Satellite Image Classification using semantic segmentation methods in deep learning

Google Earth Engine land-use change tutorial for SCBI

ArcGIS Python Toolbox for WhiteboxTools

An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.

The back-end of cross-modal retrieval system，wihch will contain services such as semantic location .etc

WhiteboxTools Python Frontend

Open source remote sensing analysis tool

Xarray backend to Copernicus Sentinel-1 satellite data products

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery

A collection of Earth Engine Apps created using geemap, voila, and heroku

Multipurpose dashboard admin for IoT softwares, remote control, user interface. Develop your client dashboards in Angular 5 with vast variety of components available.

A Python interface to the 6S Radiative Transfer Model

This program gets your external, & internal, IP addresses, checks them against your "saved" IP addresses and, if a difference is found, emails you the new IP(s). This is useful for servers at residential locations whose IP address may change periodically due to actions by the ISP.

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

Hyperspectral image processing library

A Modular Framework for LiDAR-based Lifelong Mapping

Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission

deck.gl layers and WebGL modules for client-side satellite imagery analysis

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

A Bayesian hierarchical model that quantifies long-term annual land surface phenology from sparse time series of vegetation indices.

Multi-Label Remote Sensing Image Retrieval By Using Deep Features

An open source framework for deep learning on satellite and aerial imagery.

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

IntersectionObserver, MutationObserver and PerformanceObserver in Vue.js

A collection of Python packages for geospatial analysis with binder-ready notebook examples

Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification (GRSL, 2017)

🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.

Automated download of LANDSAT data from USGS website

Remote Sensing and GIS Software Library; python module tools for processing spatial data.

A set of tools to use in Google Earth Engine Code Editor (JavaScript)

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

Satellite Stereo Pipeline

The Turing Change Point Dataset - A collection of time series for the evaluation and development of change point detection algorithms

An "R" package for automatic download and preprocessing of MODIS Land Products Time Series

Educational Resources on Neural Networks for Ecology and Remote Sensing

A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.

**[ARCHIVED]** website changes tracker 🔍

A Python package for delineating nested surface depressions from digital elevation data.

Github action to retrieve all (added, copied, modified, deleted, renamed, type changed, unmerged, unknown) files and directories.

LiCSBAS: InSAR time series analysis package using LiCSAR products

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr

Sensor data aggregation tool for any numerical sensor data. Robust and privacy-friendly.

Satellite image time series in R

A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction

To transform, project, visualize, and read Digital Elevation Models (ASTERGDEMv2.0 and EUDEMv1.1). [简单实用] 数字高程模型的变换、投影、可视化和读取。