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solar-ai-assistant
dipanshivashisth26/solar-ai-assistant
solar-ai-assistant is a machine learning model from dipanshivashisth26. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
An AI-powered rooftop analysis tool that helps assess solar installation potential based on satellite rooftop images and user inputs. Designed for homeowners and solar professionals to estimate solar panel installatio…
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Updated May 27, 2025
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At a glance
- License
- mit
- Access
- Public
- Created
- May 27, 2025
- Updated
- May 27, 2025
- SHA
- b1ba2e90
Model card
From the Hugging Face model README
Solar Rooftop Analysis Tool
An AI-powered rooftop analysis tool that helps assess solar installation potential based on satellite rooftop images and user inputs.
Designed for homeowners and solar professionals to estimate solar panel installation, capacity, cost, savings, and ROI.
Features
- Upload rooftop images (optional)
- Manual input of rooftop details
- AI-generated solar potential assessment and recommendations
- Installation summary with ROI calculations
Project Overview
This tool integrates AI text generation with user-provided rooftop data to deliver accurate solar installation reports.
It addresses a critical challenge in the solar industry by making rooftop analysis accessible and efficient.
Tech Stack
- Python
- Streamlit
- OpenRouter API (for AI-powered analysis)
- Pillow (image processing)
- Requests (API calls)
Getting Started
Prerequisites
- Python 3.7+
- OpenRouter API Key (sign up at openrouter.ai)
Installation
- Clone the repository:
git clone https://github.com/yourusername/solar-rooftop-analysis.git
cd solar-rooftop-analysis
- License
- mit
- Created
- May 27, 2025
- Updated
- May 27, 2025