204 Open source projects that are alternatives of or similar to Label Maker

Detect container ships in Planet imagery using machine learning

interactive notebooks from Planet Engineering

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

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

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

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

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

A python package that extends Google Earth Engine.

Satellite image time series in R

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

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

Awesome Spectral Indices in Python.

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

Xarray backend to Copernicus Sentinel-1 satellite data products

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

Blazing Fast JavaScript Raster Processing Engine

Satellite Stereo Pipeline

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

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

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

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

To help quickstart impact work with Satellogic [hyperspectral] data

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

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

Earth Observation Data Access Gateway

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

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

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

Search and download Copernicus Sentinel satellite images

Google Earth Engine side projects and tutorial scripts

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

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

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.

GeoWombat: Utilities for geospatial data

biodivMapR: an R package for α- and β-diversity mapping using remotely-sensed images

MODIS Assimilation and Processing Engine

Python module for hyperspectral image processing

🔍 🌐Query and Order Landsat Surface Reflectance data via ESPA

Building footprint segmentation from satellite and aerial imagery

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

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

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

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

Remote Sensing for Movement Ecology

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

Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles

[NeurIPS2021 Poster] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

Open Data Cube analyses continental scale Earth Observation data through time

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

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.

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

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

R Package to make Landsat8 data accessible

Live satellite imagery for your desktop background

A repository of custom scripts to be used with Sentinel Hub

framework for large-scale SAR satellite data processing

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

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

Access satelite imagery where it is needed

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