245 Open source projects that are alternatives of or similar to iris

Xarray backend to Copernicus Sentinel-1 satellite data products

Google Earth Engine side projects and tutorial scripts

Earth Observation Data Access Gateway

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

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

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

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

Label Studio is a multi-type data labeling and annotation tool with standardized output format

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

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

Examples for a blog series on Geospatial Julia using ArchGDAL

The STARFM fusion model for Python

Data Preparation for Satellite Machine Learning

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

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

Satellite Stereo Pipeline

This is an collection of blog posts turned into a course format

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

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

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

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

interactive notebooks from Planet Engineering

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

Forecasting wildfire danger using deep learning.

Search, download, and preprocess Landsat imagery 🛰️

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

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

Awesome Spectral Indices in Python.

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

To help quickstart impact work with Satellogic [hyperspectral] data

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

Powerful and efficient Computer Vision Annotation Tool (CVAT)

Open Source Human in the Loop platform for anyone to run their own private Mechanical Turk.

A Curated List of Python Resources for Earth Sciences

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

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

Satellite image time series in R

Search and download Copernicus Sentinel satellite images

Satellite imagery for dummies.

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

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

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

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

A python package that extends Google Earth Engine.

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

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

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

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

Blazing Fast JavaScript Raster Processing Engine

Detect container ships in Planet imagery using machine learning

Spectral-Spatial Unified Networks for Hyperspectral Image Classification

Official implementation for DMNet: Density map guided object detection in aerial image (CVPR 2020 EarthVision workshop)

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624

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

python Toolbox for the Evaluation of Soil Moisture Observations

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and folium

generate masks from Landsat and MODIS land product QA band

R package: A state-of-the-art Vegetation Phenology extraction package, phenofit

Miami InSAR time-series software in Python

A Python interface to the 6S Radiative Transfer Model