DD_clean_3 Computer Vision Project

Here are a few use cases for this project:

1. Pet Monitoring and Safety: The DD_clean_3 model can be used in applications or devices for monitoring pets at home or in outdoor environments. Through detecting and distinguishing between dogs and people, the model can track the owner's pet, alert the owner if a foreign dog enters their yard or if their dog strays off to a risky area.

2. Dog Training Tools: Use the computer vision model in dog training applications. For example, the app can observe when the person gives specific commands and how the dog reacts, providing a learning tool for both the trainee and trainer.

3. Image Categorization for Social Media Platforms: Social media platforms can use this model to categorize images based on content (dog or person), improving their search functionality and allow for a more customized user experience.

4. Assisting in Search and Rescue Operations: Integration of the model in drones for identifying persons and dogs in inaccessible areas, possibly accelerating search and rescue missions.

5. Public Safety Applications: The City municipalities could use the model in public CCTV footages to detect stray dogs or people walking dogs in prohibited areas or identify situations where a dog might be causing a safety concern like an aggressive dog or intrusion.