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Search results for jupyter notebook remote sensing

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101 search results found

Geemap ⭐ 3,159

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Earthengine Py Notebooks ⭐ 807

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

GRASS GIS - free and open-source geospatial processing engine

Dota Doai ⭐ 676

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

Awesome Gee ⭐ 670

A curated list of Google Earth Engine resources

Coastsat ⭐ 592

Global shoreline mapping tool from satellite imagery

Farmvibes Ai ⭐ 580

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

Notebooks ⭐ 567

interactive notebooks from Planet Engineering

Gee_tools ⭐ 482

A collection of tools to work with Google Earth Engine Python API

Dea Notebooks ⭐ 399

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

Deepnetsforeo ⭐ 342

Deep networks for Earth Observation

Geospatial ⭐ 318

A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.

Instancesegmentation_sentinel2 ⭐ 300

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

Pythonfromspace ⭐ 298

Python Examples for Remote Sensing

Hybridsn ⭐ 276

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors

Awesome_satellite_benchmark_datasets ⭐ 231

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

Worldstrat ⭐ 197

The WorldStrat Dataset

Hls Foundation Os ⭐ 190

This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.

Waterdetect ⭐ 160

Water Detect Algorithm

Geowombat ⭐ 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

Satellite_imagery_analysis ⭐ 123

Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.

Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.

Whiteboxgui ⭐ 115

An interactive GUI for WhiteboxTools in a Jupyter-based environment

Hsi Traditional To Deep Models ⭐ 98

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

Remoteclip ⭐ 96

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing"

🛰️ List of earth observation companies and job sites

Crc4docker ⭐ 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

Hyperspectral_image_analysis_simplified ⭐ 77

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

Classification Of Hyperspectral Image ⭐ 73

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

Opensource_obia_processing_chain ⭐ 60

An open-source semi-automated processing chain for urban OBIA classification.

Programming For Gis And Rs ⭐ 53

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.

Ben Docs ⭐ 48

A user-friendly introduction to the multi-modal BigEarthNet-MM dataset.

Dea Coastlines ⭐ 47

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

Satellite Image Analysis ⭐ 45

An introduction to script-based satellite image processing using Python

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

Building Detection Maskrcnn ⭐ 39

Building detection from the SpaceNet dataset by using Mask RCNN.

Deep_learning_ecology ⭐ 34

Educational Resources on Neural Networks for Ecology and Remote Sensing

Eodal_notebooks ⭐ 34

Sample Jupyter notebooks for EOdal

Jupyterbook ⭐ 32

UW Geospatial Data Analysis Course

G2c Conv3d Hsi ⭐ 31

PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution

Coastsat.slope ⭐ 31

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

Deepbedmap ⭐ 31

Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

Gaia is a geospatial analysis library jointly developed by Kitware and Epidemico.

Rs_of_land_surfaces_laboratory ⭐ 27

Notebooks that use Google Earth Engine and CUAHSI to teach and develop remote sensing projects

Geograph ⭐ 26

GeoGraph provides a tool for analysing habitat fragmentation and related problems in landscape ecology. GeoGraph builds a geospatially referenced graph from land cover or field survey data and enables graph-based landscape ecology analysis as well as interactive visualizations.

Cog_worker ⭐ 26

Scalable arbitrary analysis on COGs

u net (remote sensing image segmentation)

Eefolium ⭐ 24

A lightweight Python package for interactive mapping with Earth Engine and folium

Ap Latam ⭐ 23

Detection of slums and informal settlements from satellite imagery

Ndvi2gif ⭐ 23

Library to create Multi Seasonal remote sensing indexes composites

Earthlib Legacy ⭐ 22

Spectral endmembers and unmixing tools for satellite land cover mapping.

Polsarformer ⭐ 22

This code is for the paper "Local Window Attention Transformer for Polarimetric SAR Image Classification" that is published in the IEEE Geoscience and Remote Sensing Letters journal.

Earthengine Apps ⭐ 22

A collection of Earth Engine Apps created using geemap and voila

Darecnet Bs ⭐ 21

DARecNet-BS: Unsupervised Dual Attention Reconstruction Network for Hyperspectral Band Selection

Remote Sensing Workshops ⭐ 20

2017 workshop content for http://wenfo.org/wald/advanced-remote-sensing

Open Impact ⭐ 20

To help quickstart impact work with Satellogic [hyperspectral] data

DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images (ESA PROBA-V challenge)

Hydro Engine ⭐ 20

Hydro Engine is a service and a command-line tool to query static and dynamic hydrographic data derived from Earth Observations

Deepicedrain ⭐ 19

Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!

Geemap Heroku ⭐ 18

Python scripts for deploying Earth Engine Apps to heroku

Aconvnet Pytorch ⭐ 18

PyTorch implementation of Target Classification Using the Deep Convolutional Networks for SAR Images

Satellite Image Classification Pytorch ⭐ 18

Image classification on Satellite Dataset-RSI-CB256 with torchvision models.

Geog0111 ⭐ 17

UCL MSc coursenotes

Hsi_denoising_sure_cnn ⭐ 17

Codes for the paper "Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural Networks", published in IEEE TGRS Vol. 59, Issue 4, 2020.

Austin Ml Change Detection Demo ⭐ 15

A change detection demo for the Austin area using a pre-trained PyTorch model scaled with Dask on Planet imagery.

Python For Remote Sensing ⭐ 15

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

Eodag Labextension ⭐ 15

Jupyterlab extension for EODAG search

Extendedmorphologicalprofiles ⭐ 14

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

DeepGeo: Deep Learning for Earth Observation data ToolBox

GLAcier Feature Tracking testkit (GLAFT): evaluating glacier velocity products derived from feature tracking.

Multispectral Feature Descriptor (MFD).

Fuzzyremotesensingsegmentation ⭐ 12

Fuzzy based segmentation of remotely sensed images using an Adaptive Neuro Fuzzy Inference System (ANFIS).

Split_raster ⭐ 10

Split Raster is an open-source and highly versatile Python package designed to easily break down large images into smaller, more manageable tiles. While the package is particularly useful for deep learning and computer vision tasks, it can be applied to a wide range of applications.

Learn Olci ⭐ 9

Repository of WEkEO Jupyter Notebooks for learning about the Sentinel-3 OLCI sensor for marine applications

Builtup Classification Osm ⭐ 9

Replication code for "Supervised Classification of Built-up Areas in Sub-Saharan African Cities using Landsat Imagery and OpenStreetMap"

Permutation invariance and uncertainty in multitemporal image super-resolution

Water Based Indices On Sentinel 2a Images Using Python ⭐ 9

Satellite Image Processing, Feature Extraction using Python on level 2A Sentinel 2 satellite imagery to enhance water bodies.

Rs Segment.pytorch ⭐ 9

遥感影像语义分割

Hyperspectral Image Classification ⭐ 9

Comparative analysis of different feature extraction techniques for hyperspectral image classification.

Wekeo4oceans ⭐ 9

Repository of WEkEO Jupyter Notebooks for learning about EUMETSAT Copernicus satellite data for marine applications. This code is a partial mirror of the repositories on https://gitlab.eumetsat.int/eumetlab/oceans/ocean-

Lidar Harmonization ⭐ 8

Code release for Intensity Harmonization for Airborne LiDAR

Remote Sensing ⭐ 8

And this Repository made the Journey of FEZtool.com

Semi_automated_obia_processing_with_local_uspo ⭐ 8

This repository contains the computer code of a semi-automated framework for land cover mapping using OBIA and local USPO

Flood Data Api ⭐ 7

Flood Map Tile Server built with FastAPI and TiTiler

Missing Pixel Filler ⭐ 7

missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.

Presentation: Automated remote sensing with Python

Msr 3dcnn ⭐ 7

This is the code of the paper Multiple Spectral Resolution 3D Convolutional Neural Network for Hyperspectral Image Classification. And the paper has been accpeted by remote sensing.

Jupyter book tutorial demonstrating working with ITS_LIVE dataset

Cmrset Examples ⭐ 7

This repository contains code examples which demonstrate how users can access the CMRSET actual evapotranspiration data product and related data services.

Deep Sure Fusion ⭐ 7

Python codes for the paper "Deep SURE for unsupervised remote sensing image fusion", accepted in TGRS, 2022.

Satellite_led_liverpool ⭐ 6

Data and code for the paper "Remote Sensing-Based Measurement of Living Environment Deprivation - Improving Classical Approaches with Machine Learning", by Dani Arribas-Bel, Jorge Patiño and Juanca Duque

Dataselectionmaps ⭐ 6

Enhanced spatio-temporal electric load forecasts with less data using active deep learning

Planetscope_preprocessing ⭐ 6

Notebooks for preprocessing and analysis of Planetscope 4 band data/imagery, using Python packages as rasterio and fiona.

Object_detection_satellite_imagery_yolov8_dior ⭐ 6

Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.

Corner Reflector Analysis Library

Sdb_thailand ⭐ 5

Satellite Derived Bathymetry with IceSAT-2 LiDAR Data : Case Study in the coast of Thailand - Thepchai Srinoi and Dr.Phisan Santitamnont SV CU

Crop Yield Predictor ⭐ 5

A tool which is capable of making predictions of cereal and potato yields for districts of the Slovak Republic.

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