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The Top 23 Remote Sensing Open Source Projects

Open source projects categorized as Remote Sensing
Categories > Machine Learning > Remote Sensing
Ieee_tnnls_tstnet ⭐ 42
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.
most recent commit 4 months ago
Opticks ⭐ 42
Open source remote sensing analysis tool
most recent commit 6 months ago
Label Pixels ⭐ 42
Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed for extracting the road network from remote sensing imagery and now, it can be used to extract different features from remote sensing imagery.
most recent commit a year ago
Custarfm ⭐ 42
cuSTARFM is a GPU-enabled Spatial and Temporal Adaptive Reflectance Fusion Model (STARFM)
most recent commit 3 years ago
Fwdet ⭐ 42
Calculate floodwater depth based on an inundation polygon (e.g. from remote sensing) and a DEM. See: http://csdms.colorado.edu/wiki/Model:FwDET
most recent commit 6 months ago
Dincae ⭐ 41
DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.
most recent commit 14 days ago
Landslide4sense 2022 ⭐ 41
Data description and baseline code for LandSlide4Sense 2022 competition
most recent commit 10 months ago
Building Detection Maskrcnn ⭐ 39
Building detection from the SpaceNet dataset by using Mask RCNN.
most recent commit 3 years ago
Z Pnn ⭐ 39
Pansharpening by convolutional neural networks in the full resolution framework
most recent commit 8 months ago
Factseg ⭐ 39
[TGRS 2021] FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery
most recent commit a year ago
Sts Cnn ⭐ 38
Q. Zhang, Q. Yuan, C. Zeng, X. Li, and Y. Wei, “Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network,” IEEE TGRS, 2018.
most recent commit 5 years ago
Unmixing ⭐ 37
Interactive tools for spectral mixture analysis of multispectral raster data in Python
most recent commit 4 years ago
Bayesian_lsp ⭐ 37
A Bayesian hierarchical model that quantifies long-term annual land surface phenology from sparse time series of vegetation indices.
most recent commit 6 months ago
Sen2nbar ⭐ 37
Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python
total releases 6most recent commit 8 months ago
Geospatial Cosicorr3d ⭐ 37
Tools and libraries for processing satellite images (push-broom, frame and push-frame), including rigorous sensor model (RSM) refinement, rational function model (RFM) refinement, orthorectification, sub-pixel image correlation, and 3D surface displacement extraction.
most recent commit 6 months ago
Dolphin ⭐ 37
InSAR phase linking library for PS/DS processing
most recent commit 3 months ago
Rgeedim ⭐ 36
Search, composite, and download 'Google Earth Engine' imagery with the 'Python' module 'geedim'
most recent commit 3 months ago
Eoxserver ⭐ 36
EOxServer is a Python application and framework for presenting Earth Observation (EO) data and metadata.
most recent commit 6 months ago
Lolmanuscriptmonday ⭐ 36
This is a record of all the Manuscript Monday links!
most recent commit 7 months ago
Sarbian ⭐ 36
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.
most recent commit 5 years ago
Hytools ⭐ 35
Hyperspectral image processing library
total releases 11most recent commit a year ago
Downscale Satellitelst ⭐ 35
A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.
most recent commit 6 months ago
Land Cover Analysis ⭐ 35
Land Cover Change Detection using Satellite Image Segmentation.
most recent commit 8 months ago
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