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Search results for jupyter notebook satellite imagery
jupyter-notebook
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satellite-imagery
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86 search results found
Coastsat
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592
Global shoreline mapping tool from satellite imagery
Notebooks
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567
interactive notebooks from Planet Engineering
Ternausnetv2
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500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Geospatial Data Catalogs
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463
A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index
Dea Notebooks
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399
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray
Predicting Poverty
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325
Combining satellite imagery and machine learning to predict poverty
Instancesegmentation_sentinel2
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300
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
Pythonfromspace
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298
Python Examples for Remote Sensing
Localtileserver
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264
🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium
Awesome_satellite_benchmark_datasets
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231
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
Worldstrat
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197
The WorldStrat Dataset
Spacenet_building_detection
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140
Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
Cresi
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133
Road network extraction from satellite imagery, with speed and travel time estimates
Satellite_imagery_python
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126
Sample sample scripts and notebooks on processing satellite imagery
Satellite_imagery_analysis
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123
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
Nasa Earth Data
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115
A comprehensive list of NASA Earth science data products
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.
Utae Paps
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71
PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.
Africa_poverty
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69
Spin_roadmapper
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67
Official implementation of our ICRA'22 paper: SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving
Urban Environments
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63
Code for constructing the urban environments dataset and for land use classification via convolutional neural networks
Julia_geospatial
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62
Examples for a blog series on Geospatial Julia using ArchGDAL
Ph Poverty Mapping
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60
Mapping Philippine Poverty using Machine Learning, Satellite Imagery, and Crowd-sourced Geospatial Information
Laika
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58
Experiments with satellite image data
Land Cover Classification Using Sentinel 2 Dataset
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58
Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.
Deep Learning For Earth Observation
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56
Application of deep learning for earth observation.
Water Observatory Backend
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55
Monitoring water levels of lakes and reservoirs using satellite imagery
U Net Satellite
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51
Road Detection from satellite images using U-Net.
Predicting Poverty Replication
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50
A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty
Deep Learning For Satellite Imagery
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48
Deep learning courses and projects
Dea Coastlines
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47
Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale
Satellite Image Analysis
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45
An introduction to script-based satellite image processing using Python
Dubai Satellite Imagery Segmentation
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45
Multi-Class Semantic Segmentation on Dubai's Satellite Images.
Rs Net
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44
RS-Net is a cloud detection algorithm for satellite imagery
Building Detection Maskrcnn
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39
Building detection from the SpaceNet dataset by using Mask RCNN.
Sentinelloader
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34
Sentinel-2 satellite tiles images downloader from Copernicus. Minimizes data download and combines multiple tiles to return a single area of interest.
Pybay2017
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34
Python Tools for processing Space Imagery
Waf_ml_tutorial_part1
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33
Python code to assist in familiarizing meteorologists with machine learning
Predict_pv_yield
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33
Using optical flow & machine learning to predict PV yield
Satip
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31
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
Forest Fires
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30
A Model for the Early-Detection of Forest-Fires
Poverty Prediction By Satellite Imagery
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28
Poverty Prediction by Combination of Satellite Imagery
Weather4cast
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25
Code accompanying our IARAI Weather4cast Challenge
Kaggle Satellite Imagery Feature Detection
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24
Satellite Imagery Feature Detection (68 out of 419)
Satellite Thermal Geo Localization
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23
Official repository for "Long-range UAV Thermal Geo-localization with Satellite Imagery"
Ap Latam
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23
Detection of slums and informal settlements from satellite imagery
Open Impact
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20
To help quickstart impact work with Satellogic [hyperspectral] data
Propertyclassification
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20
Classifying the type of property given Real Estate, satellite and Street view Images
Land Cover Semantic Segmentation Pytorch
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18
🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).
Cowc_car_counting
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18
Project to train/evaluate convolutional neural networks to count cars from COWC aerial images
Satellite Crosswalk Classification
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16
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification
Sentinel 5p
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16
Sentinel5P_Python
Eodag Labextension
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15
Jupyterlab extension for EODAG search
Python For Remote Sensing
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15
python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.
Spaceapps Phenomena_detection
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12
Omdena Bhopal Water Quality Monitoring
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12
Monitoring the Water Quality in Bhopal Region using Satellite Imagery.
Cloud Removal In Satellite Images Using Conditional Generative Adversarial Networks
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11
Removing cloud cover in Sentinel-2 satellite images using only optical data and a novel augmented training approach using conditional GANs.
Object Detection In Satellite Imagery Using Yolov3
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11
YOLOv3 - Neural Networks for Object Detection in satellite Imagery.
Nighttime_light_intensity_analytics
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11
1. Examining and comparing changes in nighttime illumination, as captured on satellite images, and generating predictions of changes in a country's GDP from that information., 2. Combining nighttime satellite imagery with land use survey
Tatssi
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11
Tools for Analyzing Time Series of Satellite Imagery
Satellite Imagery Treatment Pipeline
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10
Satellite imagery treatment pipeline : band combination, pansharpening & mosaicing.
Icesat2 Book
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10
Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data
Crop Forecasting
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10
Predicting rice field yields through the integration of Microsoft Planetary satellite images, meteorological data, and field information in the 2023 EY Open Science Data Challenge - Crop Forecasting.
Satsense
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10
Satsense is a Python library for land use/cover classification using satellite imagery
Waf_ml_tutorial_part2
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10
Python code to assist in familiarizing meteorologists with machine learning
Probav
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9
Super-resolution enhancement of PROBA-V satellite images
Personal Blog
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9
📔 My personal blog contents.
Hyperspectral Image Classification
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9
Comparative analysis of different feature extraction techniques for hyperspectral image classification.
Satellite_image_segmentation
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9
Predicting land cover types using remote sensing data with computer vision. Used Convolutional Neural Networks to segment satellite imagery into different land type classes.
Damagedetection
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9
Public Dkhq_globalwitness
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9
Detecting Mines in the Democratic Republic of Congo via Satellite Imagery
Water Based Indices On Sentinel 2a Images Using Python
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9
Satellite Image Processing, Feature Extraction using Python on level 2A Sentinel 2 satellite imagery to enhance water bodies.
Park Net Identifying Urban Parks Using Multi Source Spatial Data And Geo Ai
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8
Project to investigate and develop spatial data-driven Geo-AI models (Convolutional Neural Network) to identify urban greenspace from Satellite images by integrating multiple data sources (e.g. vector data of urban parks)
Detecting Ships
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7
Using Satellite Imagery to detect ships (Basic Object Detection)
Understanding Forest From Space
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7
Label satellite images from the Amazon basin, in order to better track and understand causes of deforestation.
Wind Turbine Detector
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7
Wind Turbine Object Detection from Aerial Imagery Using TensorFlow Object Detection API and Google Colab
Cmrset Examples
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7
This repository contains code examples which demonstrate how users can access the CMRSET actual evapotranspiration data product and related data services.
Satellite Imagery Analysis Of Vegetation In Southern Pakistan
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7
This repository contains a study how we can examine the vegetation cover of a region with the help of satellite data. The notebook in this repository aims to familiarise with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and humanitarian challenges.
Cloudsclassification
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7
⛈🌦🌧Clouds classification analysis from satellite images based on Kaggle Competition. Paper - Classification and understanding of cloud structures via satellite images with EfficientUNet
Missing Pixel Filler
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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.
Planetscope_preprocessing
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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
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6
Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.
Wildebeest Unet
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6
A U-Net-based deep learning ensemble model for wildebeest-sized animal detection from satellite imagery. A version used for the paper accepted by Nature Communications: "Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape" (https://rdcu.be/dc8bU).
Examples And Showcases
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6
Integration examples and showcase of <geosys/>platform capabilities.
Geoinformatics
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5
Contains project work of Geoinformatics
Disaster_relief_from_space
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5
Using satellite imagery to better target disaster relief efforts
Transunetplus2
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5
Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.
Semantic_segmentation_satellite_image
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5
This repository contains all the codes and data for semantic geologic segmentation of Landsat 8 images
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