Custom Annotated Doors from Open Images Computer Vision Project

Here are a few use cases for this project:

1. Home Security Systems: This computer vision model could be integrated into home security systems to identify and monitor different types of doors and gates, alerting homeowners of any unauthorized access or unusual activity around their property.

2. Augmented Reality in Architecture and Interior Design: The model could be used in AR applications for architects and interior designers to automatically identify and label door types in real-time, allowing users to visualize different door styles in a given space, and aiding in making informed design decisions.

3. Accessibility Analysis: By identifying various door types in public buildings, this model could help assess the accessibility for individuals with disabilities. This information can be used to improve building plans and ensure the inclusion of appropriate doors for wheelchair users, people with impaired vision, or other specific needs.

4. Historical Preservation and Cultural Documentation: The model could be applied to analyze and catalog different door types in historical sites and cultural landmarks, aiding in the efforts to preserve and document various architectural styles and cultural heritage.

5. Smart City Planning: Urban planners could use this model to identify and analyze door types across neighborhoods and cities, assisting in the design of more efficient and aesthetically pleasing urban landscapes that cater to diverse needs of the residents.