Nationwide houseshold-level solar panel identification with deep learning
☆267Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for DeepSolar
Users that are interested in DeepSolar are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- List of project to detect solar panels from aerial/satellite images☆56Jul 25, 2020Updated 5 years ago
- Detect the solar panel on satellite image☆15Apr 18, 2019Updated 7 years ago
- A U-Net for solar panel identification and segmentation☆69Aug 26, 2023Updated 2 years ago
- Detection and location of Solar Panels in aerial images using U-Net☆30May 30, 2018Updated 8 years ago
- Time-series☆26Feb 8, 2023Updated 3 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.
- ☆20Jul 1, 2019Updated 7 years ago
- CosmiQ Works Geospatial Processing Toolkit for Machine Learning☆13Jul 2, 2019Updated 7 years ago
- Automatic Detection of Solar Panels in High-Resolution Aerial Imagery.☆23May 9, 2025Updated last year
- PyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/docu…☆31Mar 10, 2022Updated 4 years ago
- Analyzed Google Satellite images to generate a report on individual house rooftop's solar power potential☆165May 1, 2023Updated 3 years ago
- ☆13May 8, 2026Updated last month
- Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publicat…☆64Jul 6, 2023Updated 2 years ago
- ☆12Apr 6, 2026Updated 2 months ago
- Python code for downloading PV data from PVOutput.org☆38Mar 30, 2026Updated 3 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Detection of solar panels from satellite images using deep learning☆24Jun 5, 2024Updated 2 years ago
- ☆13Mar 28, 2022Updated 4 years ago
- PV Analysis Tools in Python☆178Jun 26, 2026Updated last week
- Code for high-voltage grid mapping project with the World Bank; early 2018☆53May 20, 2019Updated 7 years ago
- MUltiband Satellite Imagery for object Classification (MUSIC) to detect Photovoltaic Power Plants☆17Jan 26, 2018Updated 8 years ago
- CosmiQ Works Geospatial Machine Learning Analysis Toolkit☆442Oct 21, 2025Updated 8 months ago
- Repository for machine learning and remote sensing pipeline described in Kruitwagen, L., Story, K., Friedrich, J, et. al. (2019) , used t…☆147Nov 25, 2021Updated 4 years ago
- Python package for working with demand-side grid projects, datasets and queries☆33Jun 25, 2026Updated last week
- ☆20Aug 10, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Python implementation of the Open Source Spatial Electrification Tool (OnSSET).☆24Jun 21, 2022Updated 4 years ago
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆82Mar 24, 2023Updated 3 years ago
- ☆18Nov 28, 2017Updated 8 years ago
- This open-source package provides a framework for automatically detecting and extracting metadata from solar array installations in satel…☆43Apr 28, 2026Updated 2 months ago
- Automatic detection of defected solar panel modules☆149Nov 15, 2017Updated 8 years ago
- A Modern Platform for Planning High-Renewable Power Systems☆15Feb 21, 2026Updated 4 months ago
- A serverless Landsat tiles server using AWS Lambda☆145May 15, 2025Updated last year
- Docker container for a jupyter notebook with a GeoTrellis environment.☆10Aug 15, 2017Updated 8 years ago
- Repository for usefull tools for Solar Panels☆13Jan 5, 2018Updated 8 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Migrated to: https://gitlab.com/Oslandia/deeposlandia☆59May 14, 2020Updated 6 years ago
- Building segmentation in satellite images based on DeeplabV3+☆14Jun 18, 2019Updated 7 years ago
- ☆15Mar 11, 2021Updated 5 years ago
- Routines for extracting and working with polygons from semantic segmentation masks☆25Jan 4, 2021Updated 5 years ago
- A step-by-step Jupyter Notebook designed to learn the Robosat machine learning pipeline☆27May 31, 2019Updated 7 years ago
- notebooks on deep learning for satellite imagery☆15Nov 10, 2018Updated 7 years ago
- Use machine learning to map from satellite imagery of clouds to solar PV yield☆24Oct 22, 2021Updated 4 years ago