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Search results for python remote sensing
python
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remote-sensing
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357 search results found
Techniques
⭐
7,678
Techniques for deep learning with satellite & aerial imagery
Sahi
⭐
3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
Geemap
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3,159
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
Torchgeo
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2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
Raster Vision
⭐
1,956
An open source library and framework for deep learning on satellite and aerial imagery.
Sentinelsat
⭐
930
Search and download Copernicus Sentinel satellite images
Earthengine Py Notebooks
⭐
807
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
Awesome Spectral Indices
⭐
761
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
Grass
⭐
725
GRASS GIS - free and open-source geospatial processing engine
Awesome Gee
⭐
670
A curated list of Google Earth Engine resources
Gghl
⭐
584
This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)
Qgis Earthengine Examples
⭐
576
A collection of 300+ Python examples for using Google Earth Engine in QGIS
Awesome Geospatial Companies
⭐
576
🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
Notebooks
⭐
567
interactive notebooks from Planet Engineering
Gee_tools
⭐
482
A collection of tools to work with Google Earth Engine Python API
R2cnn_faster Rcnn_tensorflow
⭐
475
Rotational region detection based on Faster-RCNN.
Datacube Core
⭐
470
Open Data Cube analyses continental scale Earth Observation data through time
Pyrosar
⭐
449
framework for large-scale SAR satellite data processing
Changedetectionrepository
⭐
434
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.
Spectral
⭐
423
Python module for hyperspectral image processing
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.
Dea Notebooks
⭐
399
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray
Eemont
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383
A python package that extends Google Earth Engine.
Urban_seg
⭐
374
simple remotes sensing semantic segmentation
Whitebox Python
⭐
360
WhiteboxTools Python Frontend
Label Maker
⭐
358
Data Preparation for Satellite Machine Learning
Change Detection Review
⭐
352
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
Changeformer
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335
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
Remote Sensing Rvsa
⭐
331
The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"
Geospatial
⭐
318
A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.
Python Geospatial
⭐
315
A collection of Python packages for geospatial analysis with binder-ready notebook examples
Paddlers
⭐
303
Awesome Remote Sensing Toolkit based on PaddlePaddle.
Pythonfromspace
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298
Python Examples for Remote Sensing
Stanet
⭐
296
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
Loveda
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282
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
Eodag
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278
Earth Observation Data Access Gateway
Whiteboxtools Arcgis
⭐
249
ArcGIS Python Toolbox for WhiteboxTools
Eye In The Sky
⭐
248
Satellite Image Classification using semantic segmentation methods in deep learning
Eoreader
⭐
240
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
Lidar
⭐
220
A Python package for delineating nested surface depressions from digital elevation data.
R2cnn Plus Plus_tensorflow
⭐
220
This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy.
Cars
⭐
215
CARS is a dedicated and open source 3D tool to produce Digital Surface Models from satellite imaging by photogrammetry.
Xarray Sentinel
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210
Xarray backend to Copernicus Sentinel-1 satellite data products
Ddpm Cd
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205
Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models
Licsbas
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193
LiCSBAS: InSAR time series analysis package using LiCSAR products
Opensartoolkit
⭐
192
High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.
Eesrgan
⭐
191
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
Rppg
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185
Benchmark Framework for fair evaluation of rPPG
Spyndex
⭐
171
Awesome Spectral Indices in Python.
Py6s
⭐
170
A Python interface to the 6S Radiative Transfer Model
Delta
⭐
169
Deep Learning for Satellite Imagery
Landsatxplore
⭐
168
Search and download Landsat scenes from EarthExplorer.
Landsat Download
⭐
167
Automated download of LANDSAT data from USGS website
Samrs
⭐
167
The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"
Open Geo Tutorial
⭐
158
Tutorial of basic remote sensing and GIS methodologies using open source software (GDAL in Python or R)
Aitlas
⭐
157
AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
Geowombat
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154
GeoWombat: Utilities for geospatial data
Deafrica Sandbox Notebooks
⭐
145
Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray
Geo Deep Learning
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143
Deep learning applied to georeferenced datasets
Pyrate
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142
A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.
Paddlers
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137
Awesome Remote Sensing Toolkit based on PaddlePaddle.
Cubo
⭐
137
On-Demand Earth System Data Cubes (ESDCs) in Python
A2s2k Resnet
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132
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
Up42 Py
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131
🌎 Python SDK for UP42, the geospatial marketplace and developer platform.
Rsgislib
⭐
130
Remote Sensing and GIS Software Library; python module tools for processing spatial data.
Changedetection
⭐
125
A framework for change detection using PyTorch
Satellite_imagery_analysis
⭐
123
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
Detectree
⭐
120
Tree detection from aerial imagery in Python
Pylandtemp
⭐
119
Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.
Openeo Python Client
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118
Python client API for OpenEO
Asd
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117
This is an official implementation for "Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors“
Floodpy
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116
Flood Python Toolbox
Whiteboxgui
⭐
115
An interactive GUI for WhiteboxTools in a Jupyter-based environment
Farseg
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114
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf
Raster4ml
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114
A geospatial raster processing library for machine learning
Solc
⭐
109
Remote Sensing Sar-Optical Land-use Classfication Pytorch Pytorch高分辨率遥感语义分割/地物分割/地物分类
Iris
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105
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
Rs5m
⭐
103
RS5M: a large-scale vision language dataset for remote sensing
Freenet
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99
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
Trends.earth
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99
trends.earth - measure land change
Pytorch Psetae
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98
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
Changestar
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96
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002
Manjaro Linux
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91
Shell scripts for setting up Manjaro Linux for Python programming and deep learning
Sr4rs
⭐
89
Super resolution for remote sensing
Siamcrnn
⭐
88
[IEEE TGRS 2020] Official Tensorflow implementation for Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network
Starfm4py
⭐
88
The STARFM fusion model for Python
Cdlab
⭐
87
Yet another repository for developing and benchmarking deep learning-based change detection methods.
High Resolution Remote Sensing Semantic Segmentation Pytorch
⭐
84
PyTorch实现高分遥感语义分割(地物分类)
Eodal
⭐
84
Earth Observation Data Analysis Library
Scikit Eo
⭐
83
A Python package for Remote Sensing Data Analysis
Crc4docker
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82
Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"
Tomography_tutorial
⭐
81
A tutorial for Synthetic Aperture Radar Tomography
Pycrop Yield Prediction
⭐
80
A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction
Rsp
⭐
80
The official repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining"
Rivwidthcloudpaper
⭐
79
A Google Earth Engine based algorithm that extracts river centerlines and widths from satellite images
Semicd
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79
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images
Hyperspectral_image_analysis_simplified
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77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
Peps_download
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72
Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr
Emissions Api
⭐
70
Web API to easily access satellite-based emission data
Pytesmo
⭐
70
python Toolbox for the Evaluation of Soil Moisture Observations
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