162 Open source projects that are alternatives of or similar to dfc2020_baseline

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

Xarray backend to Copernicus Sentinel-1 satellite data products

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

The STARFM fusion model for Python

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

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

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

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"

Earth Observation Data Access Gateway

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

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

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

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

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

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

Search, download, and preprocess Landsat imagery 🛰️

Forecasting wildfire danger using deep learning.

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

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

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

A python library for geo-spatial processing and machine learning

Distributed Scalable Geospatial Data Server

Spark DataFrames for earth observation data

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

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

Climate Data Science and Earth Observation with Python.

A PyTorch collection of semantic segmentation tools.

Deep Metric and Hash Code Learning Network for Content Based Retrieval of Remote Sensing Images

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

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

Radar using Red Pitaya for RF: using Raspberry Pi 3 for quad-core radar signal processing

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

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

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

ArcGIS Python Toolbox for WhiteboxTools

We’ve built a plug’n play Operation System (based on Debian Linux) with all the freely and openly available SAR processing software. No knowledge of installation steps needed, just download and get started with SAR data processing. SARbian is free for use in research, education or operational work.

Materials for the Intro to Programming for GIS and Remote Sensing Course that I teach at Saint Louis University. They include the updates I made for the spring 2020 and fall 2020 semesters.

Educational Resources on Neural Networks for Ecology and Remote Sensing

Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks

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

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

A Curated List of Python Resources for Earth Sciences

A U-Net for solar panel identification and segmentation

A library to create interactive maps of geographical datasets

a deep-learning-based river centerline extraction model

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

🛰️ Python library and CLI tools for processing geospatial imagery for ML

Process global-scale satellite and airborne elevation data into time series of glacier mass change: Hugonnet et al. (2021).

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

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

Open source remote sensing analysis tool

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

CARS is a dedicated and open source 3D tool to produce Digital Surface Models from satellite imaging by photogrammetry.

An interactive GUI for WhiteboxTools in a Jupyter-based environment

Pan-sharpening in the Earth Engine code editor

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.

A python package that extends Google Earth Engine.

Multi-Label Remote Sensing Image Retrieval By Using Deep Features

A python tool to perform deep learning experiments on multimodal remote sensing data.