AI-Powered Roof Damage Classifier MVP Development

Open
Innovate Landfill Solution Canada
Toronto, Ontario, Canada
Inhyuck Kim
He / Him
Director
(6)
5
Project
Academic experience
120 hours of work total
Learner
Anywhere
Intermediate level

Project scope

Categories
Product management Project management Machine learning Artificial intelligence Data science
Skills
algae minimum viable product user research shingling prioritization blueprinting artificial intelligence
Details

The 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.

Deliverables

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.

Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

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.

Industry, innovation and infrastructure

About the company

Company
Toronto, Ontario, Canada
2 - 10 employees
Environment, Non-profit, philanthropic & civil society, Public relations & communications
Representation
Sustainable/green Public benefit corporation (pbc) Community-Focused

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.