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Search results for jupyter notebook imagery
imagery
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jupyter-notebook
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89 search results found
Notebooks
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567
interactive notebooks from Planet Engineering
Predicting Poverty
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325
Combining satellite imagery and machine learning to predict poverty
Pythonfromspace
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298
Python Examples for Remote Sensing
Imageprocessing
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231
MicaSense RedEdge and Altum image processing tutorials
Google Earth Engine Python Examples
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193
Various examples for Google Earth Engine in Python using Jupyter Notebook
Svhnclassifier
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182
A TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)
Pixel_level_land_classification
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166
Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.
Svhnclassifier Pytorch
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145
A PyTorch implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)
Zanzibar Aerial Mapping
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138
Open source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep learning
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
Dstl_unet
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107
Dstl Satellite Imagery Feature Detection
Openmiir
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81
a public domain dataset of EEG recordings for music imagery information retrieval
Google_earth_engine_notebook
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71
A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow
Africa_poverty
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69
Ph Poverty Mapping
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60
Mapping Philippine Poverty using Machine Learning, Satellite Imagery, and Crowd-sourced Geospatial Information
Skysat_stereo
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56
Tools and libraries for processing Planet SkySat imagery, including camera model refinement, stereo reconstruction, and orthomosaic production
Water Observatory Backend
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55
Monitoring water levels of lakes and reservoirs using satellite imagery
Cometts
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53
Comet Time Series Toolset for working with a time-series of remote sensing imagery and user defined polygons
Deepsentinel
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51
Deep learning pretrained model on satellite imagery (Sentinel-2)
Deep Learning For Satellite Imagery
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48
Deep learning courses and projects
Ml_objectdetection_cafo
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48
Repository containing model development, training, and execution for the CAFO satellite imagery detection process.
Datacube Notebooks
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46
Extra documentation about using ODC with Jupyter Notebooks
Rs Net
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44
RS-Net is a cloud detection algorithm for satellite imagery
Unosat Ai Based Rapid Mapping Service
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37
This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Fully Convolutional Neural Network for Rapid Flood Segmentation in Synthetic Aperture Radar Imagery.
Pybay2017
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34
Python Tools for processing Space Imagery
Satellite Imagery Analysis With Python
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34
Getting acquainted with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and humanitarian challenges.
Predict_pv_yield
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33
Using optical flow & machine learning to predict PV yield
Sdb_gui
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32
Python based GUI for Satellite Derived Bathymetry processing
Eeg Rsenet
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31
Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network
Arcticseals
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31
A deep learning project in cooperation with the NOAA Marine Mammal Lab to detect & classify arctic seals in aerial imagery to understand how they’re adapting to a changing world.
Farm Pin Crop Detection Challenge
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30
8th place solution to Zindi's FarmPin Crop Detection Challenge
Motor Imagery Tasks Classification Using Eeg Data
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29
Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data
Poverty Prediction By Satellite Imagery
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28
Poverty Prediction by Combination of Satellite Imagery
Gbdx Training
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27
A 'kit' containing instructions, data, code, notebooks for gbdx training
Kaggle Satellite Imagery Feature Detection
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24
Satellite Imagery Feature Detection (68 out of 419)
Ap Latam
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23
Detection of slums and informal settlements from satellite imagery
Features_analysis
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21
Implementation of the approach described in "Understanding deep features with computer-generated imagery" , M. Aubry and B. Russell, ICCV, 2015
Stac Client Python
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21
The metadata and download client for accessing Near Space Labs imagery
Aerial Segmentation
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19
Scripts to process aerial imagery
Solaris_tutorials
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17
Tutorials and workshop materials for solaris
Dfc2021 Msd Baseline
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16
A baseline for the "Multitemporal Semantic Change Detection" track of the 2021 IEEE GRSS Data Fusion Competition.
Sardocker
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16
Source files for Docker image mort/sardocker/
Planet Snowcover
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15
Can we use Planet high-resolution imagery to assess snow cover?
Antarctic Fracture Detection
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13
Osm Instance Segmentation
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12
Change Detector from Image to Vector - This project is about finding changes in vector data from orthophotos (i.e. aerial imagery) using deep learning.
Houston_flooding
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12
Using A Segmentation Neural Net to map out flooded areas of Houston TX using satellite imagery
Landcover Orinoquia
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12
Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth project
Crop Mask
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12
Production of a cropland extent map for Africa
Spaceapps Phenomena_detection
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12
Eeg_motor_imagery_gan
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12
This repository save my work about GAN applied to motor imagery eeg signals
Tatssi
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11
Tools for Analyzing Time Series of Satellite Imagery
Eeg Analysis For Motor Imagery Application
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11
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
Satsense
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10
Satsense is a Python library for land use/cover classification using satellite imagery
Satellite Imagery Treatment Pipeline
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10
Satellite imagery treatment pipeline : band combination, pansharpening & mosaicing.
Target Detection In Mstar Images
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10
Target Recognition in SAR images through various ML and DL algorithms.
Bci_mi_wavelet_cnn
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10
Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network
Crcdocker
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9
Source files for Docker image mort/crcdocker
Damagedetection
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9
Above Airborne Avirisng Python
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9
Python: Work with hyperspectral imagery from AVIRIS-NG collected during ABoVE airborne campaigns
Public Dkhq_globalwitness
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9
Detecting Mines in the Democratic Republic of Congo via Satellite Imagery
Ecocnn
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9
A CNN for remotely sensed imagery, with emphasis on the IO pipeline to construct and apply the model.
Kaggle Dstl
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9
Kaggle Competition Dstl Satellite Imagery Feature Detection
S1prepro
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8
Automated pre-processing of Sentinel 1 (satellite radar imagery)
Cppn Tensorflow
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8
some random imagery generation via untrained neural networks based on hardmaru's work
Aerial Imagery
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8
Data Science Research Project: Map poverty using satellite images.
Developing With Imagery
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7
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.
Openbci_laryngeal_imagery
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7
Testing SSVEP with psychopy
Looking Glass Pub
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7
Building segmentation in satellite images based on DeeplabV3+
Detecting Ships
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7
Using Satellite Imagery to detect ships (Basic Object Detection)
Wikipediapovertymapping
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7
Implementation of Geolocated Articles Processing and Poverty Mapping
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.
Remote Sensing Solar Pv
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6
Progress towards global asset localisation using remote sensing and computer vision, beginning with solar PV.
Dice Dmu_imagery_classification_engine
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6
DICE is a Deep Learning classification engine applied to Digital Mock-Ups (DMU)
Esda Dissertation
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6
MSc Energy Systems & Data Analytics dissertation project notebooks - identifying solar PV from aerial imagery with computer vision
Mtr
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6
Mountain Top Removal
Poststorm_imagery
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6
Classification and analysis of post-storm response imagery
Ghw2019_planetpieces
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6
Convolutional Neural Network and image segmentation for land classification of high resolution multispectral imagery (Planet - 3m resolution)
Dams
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6
Deep Learning part of the NatGeo-Microsoft Dams Project
Flip The Script
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6
Collecting data on media that helps further equal representation and positive imagery.
Reinvent2018 Arc329 Builders Workshop
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5
Re:Invent 2018 ARC329 Builder Workshop
Landsat Sentinel Fusion
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5
Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa
Capsule Attention Networks
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5
State-of-the-art crop type classification with Sentinel 2 imagery
Mosaicking
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5
🌏 Jupyter notebook to create mosaics using Pleaides/SPOT imagery with UP42.
Disaster_relief_from_space
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5
Using satellite imagery to better target disaster relief efforts
Seaice
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5
Spark_ai_summit_satellite
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5
Material from Spark+AI Summit 2020 talk "Bring Satellite & Drone Imagery into Your Data Science Workflows"
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