Poverty-Prediction-by-Satellite-Imagery

Satellite analysis

An effort to analyze socioeconomic data using satellite imagery and machine learning techniques.

Poverty Prediction by Combination of Satellite Imagery

GitHub

43 stars
5 watching
24 forks
Language: Jupyter Notebook
last commit: about 4 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
parulnith/satellite-imagery-analysis-with-python Analyze satellite imagery to investigate environmental and humanitarian challenges 49
frontierdevelopmentlab/sat-extractor Automates satellite image extraction and storage from public constellations at scale. 75
e-sensing/sits An R package that enables machine learning-based analysis of satellite image time series for earth observation data cubes. 480
developmentseed/label-maker Automatically annotates satellite images with OpenStreetMap data 461
jliemansifry/semantic-segmentation Develops deep learning models to classify and annotate pixel-level details in satellite images 21
kscottz/pythonfromspace An introduction to using satellite imagery with Python for data analysis and visualization. 454
mshiv/sat-seg Develops semantic segmentation of satellite images using deep learning techniques 10
sshuair/torchsat A deep learning framework for analyzing satellite imagery 393
jgrss/cultionet A deep learning library for image segmentation of cultivated land from satellite data 26
ytarazona/scikit-eo A Python package for analyzing and processing remote sensing data 126
azvoleff/teamlucc Analyzes land use and cover change from satellite imagery 38
creativeinquiry/terrapattern Enabling researchers and users to detect specific visual features in satellite imagery through an automated search tool. 595
esa-philab/iris A tool for manually segmenting images from satellite data with AI assistance 141
colasgael/machine-learning-for-solar-energy-prediction Develops a predictive model to forecast the power production of solar panels based on weather data 235
rx14/predict.cr A satellite prediction library using the SGP4 model to calculate satellite positions and look angles from an observer's perspective. 17