Mapping Philippine Poverty using Machine Learning, Satellite Imagery, and Crowd-sourced Geospatial Information
☆87Nov 21, 2022Updated 3 years ago
Alternatives and similar repositories for ph-poverty-mapping
Users that are interested in ph-poverty-mapping are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Thesis project to map poverty based on satellite images and deep learning☆19Jan 18, 2023Updated 3 years ago
- A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty☆99Oct 3, 2023Updated 2 years ago
- Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"☆37May 4, 2018Updated 7 years ago
- Visualization for Riesgo☆38Sep 1, 2019Updated 6 years ago
- A command-line tool for rendering to TIFF any Google Static Maps image☆20Nov 20, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Poverty Prediction by Combination of Satellite Imagery☆43Nov 23, 2020Updated 5 years ago
- PyCon 2020 tutorial "GeoSpatial Public Policy Analysis with GeoPandas"☆14May 6, 2020Updated 5 years ago
- Automated feature engineering for geospatial data☆214Feb 23, 2021Updated 5 years ago
- Mapping Informal Settlements in Colombia using Machine Learning☆37Dec 24, 2025Updated 3 months ago
- Repository for Philippine language dictionary data☆22Feb 4, 2023Updated 3 years ago
- ☆11Apr 5, 2020Updated 6 years ago
- Code for "Estimating Generalized Measures of Local Neighbourhood Context from Multispectral Satellite Images Using a Convolutional Neural…☆25Apr 22, 2022Updated 3 years ago
- ☆15May 19, 2023Updated 2 years ago
- Urban Data Science☆12Nov 22, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Increasing Renewable Energy Access in Philippines through AI☆56Jan 25, 2022Updated 4 years ago
- 🌏 A python package for wrangling geospatial datasets☆57Mar 1, 2026Updated last month
- Spatial Feature Engineering for Geomarketing☆10Jul 26, 2022Updated 3 years ago
- A comparative assessment of machine learning classification algorithms applied to poverty prediction☆61Sep 28, 2018Updated 7 years ago
- GOST's combined tools for urban analysis☆13Apr 6, 2026Updated last week
- Codelab exercises for the DOST Deep Learning Workshop July 2017☆18Jul 28, 2020Updated 5 years ago
- CreatED Hack 2020 website☆17May 25, 2021Updated 4 years ago
- Python SDK to access Github Archive☆11Feb 2, 2021Updated 5 years ago
- ☆12Mar 19, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆20Apr 26, 2022Updated 3 years ago
- Scripts for preparing datasets in GeoQuery☆22Apr 17, 2025Updated 11 months ago
- Georeferenced Rasters and Statistics of Nightlights from NASA Black Marble☆57Updated this week
- Using satellite imagery to better target disaster relief efforts☆17Dec 3, 2019Updated 6 years ago
- Code for constructing the urban environments dataset and for land use classification via convolutional neural networks☆119May 14, 2018Updated 7 years ago
- ☆24Dec 8, 2025Updated 4 months ago
- NLP pipelines for Tagalog using spaCy☆69Jul 20, 2025Updated 8 months ago
- A collection of datasets for teaching.☆15Mar 14, 2026Updated last month
- Repository containing code used to produce computer vision models that can identify infrastructure in publicly available satellite imager…☆25Mar 4, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Android application for translating Sign language to Text or speech☆14Oct 25, 2019Updated 6 years ago
- U-Net semantic segmentation for satellite imagery☆27Jun 29, 2023Updated 2 years ago
- ☆121Feb 21, 2024Updated 2 years ago
- The Colouring Cities Research Programme's Open Manual/Wiki☆10Sep 16, 2024Updated last year
- This repository contains the NLP modeling components and web application implementations of a project for knowledge and data discovery fu…☆13Jun 29, 2021Updated 4 years ago
- Materials for the UO Psych SummeR Bootcamp 2020☆16Aug 13, 2021Updated 4 years ago
- This is the repo for open source geospatial data download sites.☆67Mar 12, 2026Updated last month