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Search results for python satellite

429 search results found

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Raster Vision ⭐ 1,956

An open source library and framework for deep learning on satellite and aerial imagery.

Felicette ⭐ 1,751

Satellite imagery for dummies.

Robosat ⭐ 1,639

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Eo Learn ⭐ 1,064

Earth observation processing framework for machine learning in Python

Python package for earth-observing satellite data processing

Satellite ⭐ 949

Blockstream Satellite

Sentinelsat ⭐ 930

Search and download Copernicus Sentinel satellite images

Sentinelhub Py ⭐ 753

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

Landsat Util ⭐ 617

A utility to search, download and process Landsat 8 satellite imagery

Importer and Exporter of MBTiles

Awesome Geospatial Companies ⭐ 576

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

Simple Python GNSS processing library

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Images To Osm ⭐ 478

Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun.

Rio Tiler ⭐ 460

User friendly Rasterio plugin to read raster datasets.

Pyrosar ⭐ 449

framework for large-scale SAR satellite data processing

Termtrack ⭐ 421

Track satellites in your terminal

University1652 Baseline ⭐ 402

ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization 🚁 annotates 1652 buildings in 72 universities around the world.

Satellite Segmentation ⭐ 392

Mercantile ⭐ 378

Spherical mercator tile and coordinate utilities

Quickly view (satellite) imagery directly in your terminal using Unicode 9.0 characters and true color.

Label Maker ⭐ 358

Data Preparation for Satellite Machine Learning

Mapbox Sdk Py ⭐ 312

Python SDK for Mapbox APIs **DEVELOPMENT IS TEMPORARILY PAUSED, SEE CONTRIBUTING.md**

Pythonfromspace ⭐ 298

Python Examples for Remote Sensing

Live Earth Wallpapers ⭐ 269

A collection of all earth related space Images in one script to set as your Desktop background.

Eye In The Sky ⭐ 248

Satellite Image Classification using semantic segmentation methods in deep learning

Skeleton of a Python package

Micropygps ⭐ 236

A Full Featured GPS NMEA-0183 sentence parser for use with Micropython and the PyBoard embedded platform

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

Pyorbital ⭐ 207

Orbital and astronomy computations in python

Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.

Waternet ⭐ 202

A convolutional neural network that identifies water in satellite images.

Aerialbot ⭐ 197

A simple yet highly configurable Mastodon/Twitter bot that posts geotagged aerial imagery of a random location in the world.

Keras Unet ⭐ 194

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Georinex ⭐ 193

Python RINEX 2 / 3 NAV / OBS / sp3 reader & batch convert to HDF5 with C-like speed

Eesrgan ⭐ 191

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

Scientist friendly Python toolbox for processing 2D satellite Earth observation data.

A Python interface to the 6S Radiative Transfer Model

Deep Learning for Satellite Imagery

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

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Geowombat ⭐ 154

GeoWombat: Utilities for geospatial data

Goes2go ⭐ 149

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

Kaggle Understanding Clouds ⭐ 147

Code for 1st place solution in Understanding Clouds from Satellite Images Challenge.

Kaggle_dstl_submission ⭐ 146

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

Cnn Sentinel ⭐ 141

Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)

Foreman Ansible Modules ⭐ 140

Ansible modules for interacting with the Foreman API and various plugin APIs such as Katello

Python Toolkit for GNSS Data

Up42 Py ⭐ 131

🌎 Python SDK for UP42, the geospatial marketplace and developer platform.

Satellite_imagery_python ⭐ 126

Sample sample scripts and notebooks on processing satellite imagery

Senseearth2020 Changedetection ⭐ 124

1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime

Orbit Predictor ⭐ 122

Python library to propagate satellite orbits.

Jimutmap ⭐ 112

API to get enormous amount of high resolution satellite images from satellites.pro quickly through multi-threading! create map your own map dataset. Bringing data to Humans.

Rio Color ⭐ 109

Color correction plugin for rasterio

Satellite Image Object Detection ⭐ 107

YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).

Supermercado ⭐ 106

Supercharger for mercantile

Demoneditor ⭐ 104

Enigma2 channel and satellite list editor for GNU/Linux and macOS.

Dsen2 Cr ⭐ 101

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

Mapbox Cli Py ⭐ 99

Command line interface to Mapbox Web Services

Pytorch Psetae ⭐ 98

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

AROSICS - Automated and Robust Open-Source Image Co-Registration Software

Mumbai Slum Segmentation ⭐ 90

Mumbai slum segmentation and change detection on statellite images.

Rio Mbtiles ⭐ 88

A plugin command for the Rasterio CLI that exports a raster dataset to an MBTiles 1.1 SQLite file

Make Surface ⭐ 86

Vector surfaces creation routines

Building Footprint Segmentation ⭐ 86

Building footprint segmentation from satellite and aerial imagery

Change Detection In Satellite Imagery ⭐ 83

It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.

Google Maps At 88 Mph ⭐ 83

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.

Starperf_simulator ⭐ 81

``Newspace'' mega-constellations, such as StarLink and OneWeb are gaining tremendous popularity, with the promising potential to provide high-capacity and low-latency communication globally. However, very little is know about the architecture and performance of such emerging systems, the workload they have to face, as well as the impact of topological options on the attainable network performance.

Spacebin ⭐ 77

Spacebin is a proof-of-concept malware that exfiltrates data (from No Direct Internet Access environments) via triggering AV on the endpoint and then communicating back from the AV's cloud component.

Satellian Cve 2020 7980 ⭐ 73

PoC script that shows RCE vulnerability over Intellian Satellite controller

Rio Rgbify ⭐ 72

Encoded arbitrary bit depth rasters in pseudo base-256

The program for scheduling recordings and processing of the satellite and ground radio transmissions (like capturing of the weather APT images from NOAA satellites, voice messages from ISS, fixed time recordings of WeatherFaxes etc.) 🌍 📡

Emissions Api ⭐ 70

Web API to easily access satellite-based emission data

Satellighte ⭐ 68

📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !

Polar2grid ⭐ 67

Tools for reading, remapping, and writing satellite instrument data.

Unsupervised Segmentation ⭐ 67

A high performance impermentation of Unsupervised Image Segmentation by Backpropagation - Asako Kanezaki

Pytroll Examples ⭐ 63

Collection of examples for pytroll satellite data processing

An Encrypted PEP for Modern Satcoms Security

📡 Receive images from weather satellite GEO-KOMPSAT-2A (GK-2A).

Natural_disaster_pred ⭐ 61

Using CNNs and Sentinel-2 satellite data to predict landslides

Segmentation Unet Maskrcnn ⭐ 61

Code for satellite image segmentation using Unet or Mask RCNN and comparing these two approaches.

Pyspectral ⭐ 60

Pyspectral is a package to read and manipulate satellite sensor spectral responses and solar irradiance spectra

Vector Map Generation From Aerial Imagery Using Deep Learning Geospatial Unet ⭐ 59

We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in densely compacted areas using medium resolution satellite/UAV orthoimages. We adopted standard UNET architecture, additionally added batch normalization layer after every convolution, to label every pixel in the image.

Temporalcnn ⭐ 59

Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series

Covid Emda ⭐ 57

A Cross-Domain Data Hub with Electricity Market, Coronavirus Case, Mobility and Satellite Data in U.S.

Remotepixel Api ⭐ 56

Process Satellite data using AWS Lambda functions

Pypredict ⭐ 56

Spire port of predict open-source tracking library

Satellite tracking with video cameras

Sattrack ⭐ 54

Real time satellite tracking with antennas.

Satellite_tracker ⭐ 54

Code and CAD/PCB files for my satellite tracker

Rio Mucho ⭐ 54

Parallel processing wrapper for rasterio

🌏 📡 🌏 📡 LEOGPS - Satellite Navigation with GPS on Python!

Sat Extractor ⭐ 52

Extract Satellite Imagery from public constellations at scale

Starlink Coverage ⭐ 52

Calculating some statistics about Starlink satellites

Trusat Orbit ⭐ 52

Python utilities for processing satellite position observations and managing TLEs

自动从谷歌或高德下载卫星或街道地图

Apple geolocation services reverse engineering. Database scraper.

Deepglobe_land_cover_classification_with_deeplabv3plus ⭐ 51

DeepGlobe Land Cover Classification Challenge

Sen12ms Cr Ts ⭐ 50

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