152 Open source projects that are alternatives of or similar to Custom Scripts

Official TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".

python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale

a deep-learning-based river centerline extraction model

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Beach-face slope estimation from satellite-derived shorelines, extension of the CoastSat toolbox.

trends.earth - measure land change

A python package that extends Google Earth Engine.

To help quickstart impact work with Satellogic [hyperspectral] data

Google Earth Engine side projects and tutorial scripts

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

geobits: ArUco Ground Control Point Targets and Detection for Aerial Imagery (UAV/MAV).

Open Data Cube analyses continental scale Earth Observation data through time

A CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data

An open-source semi-automated processing chain for urban OBIA classification.

A python library for geo-spatial processing and machine learning

Very simple API to download Landsat [1-5, 7, 8] data from Google

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

Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.

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

GeoWombat: Utilities for geospatial data

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

DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images (ESA PROBA-V challenge)

Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

An R package providing tools to visualize movement data (e.g. from GPS tracking) and temporal changes of environmental data (e.g. from remote sensing) by creating video animations.

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

Tools for detecting deforestation and forest degradation

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

Python module for hyperspectral image processing

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

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

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.

MODIS Assimilation and Processing Engine

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

A U-Net for solar panel identification and segmentation

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Detect container ships in Planet imagery using machine learning

Hyperspectral image processing library

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

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

This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)

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.

Search, download, and preprocess Landsat imagery 🛰️

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

使用deeplab_v3模型对遥感图像进行分割

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

Distributed Scalable Geospatial Data Server

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

Remote Sensing for Movement Ecology

Automated download of LANDSAT data from USGS website

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

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

[RSE21] Pytorch code for hierarchical time series classification with multi-stage convolutional RNN

An interactive GUI for WhiteboxTools in a Jupyter-based environment

A curated list of Google Earth Engine resources

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb

A Lightweight REST API to Access MICMAC Photogrammetry and SFM Engine.

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.

A PyTorch collection of semantic segmentation tools.