AI-Powered Roof Damage Classifier MVP Development


Project scope
Categories
Product management Project management Machine learning Artificial intelligence Data scienceSkills
algae minimum viable product user research shingling prioritization blueprinting artificial intelligenceThe project focuses on developing a Minimum Viable Product (MVP) for an AI system designed to identify various types of roof damage, such as cracks, missing shingles, algae/moss growth, and hail impact. Innovate Landfill Solution Canada aims to streamline the roof inspection process by leveraging AI technology. The team will engage in user research to understand the needs of inspection teams and homeowners, ensuring the AI system is user-friendly and effective. Product documentation will be created to outline the AI's functionality, data requirements, and user interaction. Feature prioritization will be conducted to determine the most critical aspects of the AI system for initial development. The ultimate goal is to deliver a comprehensive requirements document that guides the development of the AI-powered roof damage classifier.
The project will result in a detailed requirements document that outlines the AI system's operational framework, data needs, and user interaction guidelines. Key deliverables include user research findings, prioritized feature lists, and comprehensive product documentation. This document will serve as a blueprint for developing the AI-powered roof damage classifier, ensuring it meets the needs of end-users effectively.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
About the company
ILS Canada leads in promoting environmental progress through the efficient collection of recyclables that were previously considered non-recyclable and disposed of as waste. It accomplishes this by organizing educational events that encourage communities and participants to actively contribute to the recycling circular economy, driving innovation in the sorting of recyclable materials.
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