microsoft / solar-farms-mapping
☆66Updated 2 years ago
Related projects: ⓘ
- ☆46Updated this week
- Rapid map creation with machine learning and earth observation data.☆66Updated 5 months ago
- Image segmentation of cultivated land☆26Updated last month
- ☆53Updated 2 months ago
- End-to-end workflow for generating high resolution cropland maps☆100Updated last week
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆28Updated this week
- Reproducing the "End-to-End Google Earth Engine" course using Jupyter Notebooks and geemap.☆73Updated 3 years ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆92Updated 2 years ago
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆51Updated last year
- Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth proj…☆29Updated 3 years ago
- GeoPatch is a package for generating patches from remote sensing data☆40Updated 9 months ago
- A Google Earth Engine API (interactive dashboard) for satellite-based global climate hazard analysis (urban heat, landcover changes, etc)…☆38Updated last year
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆28Updated last year
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆40Updated 3 months ago
- A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using http…☆45Updated last month
- ☆60Updated 3 months ago
- Earth observation framework for scaled-up processing in Python☆37Updated last month
- Mapping glaciers in the Hindu Kush Himalaya, in partnership with ICIMOD.☆31Updated last year
- A tutorial for creating a gif that displays the land surface temperature (LST) for a selected part of a city, alongside an optical image …☆13Updated last year
- An LSTM to generate a crop mask for Togo☆28Updated 3 years ago
- This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models we…☆31Updated 2 years ago
- Annual and in-season crop mapping in Kenya☆22Updated 3 years ago
- Sample Jupyter notebooks for EOdal☆40Updated 10 months ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML☆133Updated 2 months ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆63Updated 4 years ago
- ☆39Updated this week
- Hydro -- A Foundation Model for Water in Satellite Imagery☆47Updated 2 months ago
- Intended for an AMLD 2024 workshop.☆21Updated 5 months ago
- Tutorials and workshop materials for solaris☆24Updated 4 years ago
- ☆34Updated last month