84 Open source projects that are alternatives of or similar to Rgistools

Display GeoTIFFs and soon other types of raster on your Leaflet Map

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

Satellite image processing pipeline to classify land-cover and land-use

A ninja python package that unifies the Google Earth Engine ecosystem.

A Curated List of Python Resources for Earth Sciences

Google Maps keeps old satellite imagery around for a while – this tool collects what's available for a user-specified region in the form of a GIF.

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

Open solution to the Mapping Challenge 🌎

🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium

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

Examples for a blog series on Geospatial Julia using ArchGDAL

Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"

Access satelite imagery where it is needed

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

interactive notebooks from Planet Engineering

This repo is used to organize and collaborate in sprints for code projects, hackathons, STAC and metadata specs development

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

A python package that extends Google Earth Engine.

Download and process satellite imagery in Python using Sentinel Hub services.

Xarray backend to Copernicus Sentinel-1 satellite data products

R Package to make Landsat8 data accessible

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

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

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

Kitware's system for 3D building reconstruction for the IARPA CORE3D program

Satellite Imagery Feature Detection (68 out of 419)

Pre-trained VGG-Net Model for image classification using tensorflow

Blazing Fast JavaScript Raster Processing Engine

Urban change model designed to identify changes across 2 timestamps

Data Preparation for Satellite Machine Learning

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

To help quickstart impact work with Satellogic [hyperspectral] data

Earth Observation Data Access Gateway

Interactive interface for browsing global, full-resolution satellite imagery

To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor

Experiments with satellite image data

Twitter bot that posts videos showcasing how random locations in the world have changed since 1984.

curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

Building footprint segmentation from satellite and aerial imagery

Google Earth Engine side projects and tutorial scripts

Search and download Copernicus Sentinel satellite images

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

[ISPRS Journal of Photogrammetry and Remote Sensing, 2022] ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images

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

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

Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.

Live satellite imagery for your desktop background

Road and Building Segmentation in Satellite Imagery

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

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

Analysis satellite images of typhoons in deep-learning (CNN).

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python

📡 Receive images from weather satellite Himawari-8 via HimawariCast.

Awesome Spectral Indices in Python.

Implementation of different techniques to find insights from the satellite data using Python.

TernausNetV2: Fully Convolutional Network for Instance Segmentation

SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable

Detect container ships in Planet imagery using machine learning

Road Detection from satellite images using U-Net.