carsonluuu / Poverty-Prediction-by-Satellite-Imagery
Poverty Prediction by Combination of Satellite Imagery
☆42Updated 4 years ago
Alternatives and similar repositories for Poverty-Prediction-by-Satellite-Imagery
Users that are interested in Poverty-Prediction-by-Satellite-Imagery are comparing it to the libraries listed below
Sorting:
- A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty☆90Updated last year
- Mapping Philippine Poverty using Machine Learning, Satellite Imagery, and Crowd-sourced Geospatial Information☆82Updated 2 years ago
- ☆9Updated 6 years ago
- Getting acquainted with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and huma…☆50Updated 6 years ago
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆136Updated 5 years ago
- Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"☆36Updated 7 years ago
- Deep learning courses and projects☆95Updated 6 years ago
- Correlation between Vegetation Health Index- VHI values and number of individuals registered due to Conflict/Insecurity/Flood/Drought☆12Updated 2 years ago
- Experiments with satellite image data☆121Updated 5 years ago
- ☆58Updated 6 years ago
- ☆115Updated last year
- Public repository for sharing tutorials. For the full client documentation, visit https://docs.descarteslabs.com/☆11Updated 10 months ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆80Updated 5 years ago
- Combining satellite imagery and machine learning to predict poverty☆458Updated 5 years ago
- Code for constructing the urban environments dataset and for land use classification via convolutional neural networks☆115Updated 7 years ago
- Thesis project to map poverty based on satellite images and deep learning☆16Updated 2 years ago
- Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)☆194Updated 3 years ago
- ☆19Updated 4 years ago
- ☆52Updated last year
- ☆29Updated last year
- Monitoring water levels of lakes and reservoirs using satellite imagery☆82Updated 3 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆90Updated last year
- LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development…☆59Updated 3 years ago
- Determine land use and land cover classification based on Sentinel-2 satellite images with state-of-the-art performance 🛰☆25Updated 6 years ago
- Visualize classified time series data with interactive Sankey plots in Google Earth Engine☆105Updated last year
- Winners of the Open Cities AI Challenge competition☆124Updated last year
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆56Updated last year
- Land Use Classification CNN model using satellite imagery☆17Updated 5 years ago
- ☆130Updated 5 years ago
- Deep Neural Network with keras(TensorFlow GPU backend) Python: Satellite-Image Classification☆37Updated 6 years ago