Inspiration
Imagine a world where creating a safe haven for your loved ones is as simple as a few clicks away. Our project harnesses the power of AI to revolutionize home safety for various groups ranging from the old to the young. From identifying potential hazards to providing personalized solutions for every healthcare group, we empower you to safeguard your home with ease and confidence. Together, let's embrace a future where home is a comfortable and accessible place for all residents.
What it does
Based on the questions prompted and the video uploaded to the website, an output of a revised video with visible bounding boxes around objects that need safety-proofing is shown to the user. The output also list suggestions in text to further safe-proof objects that are detected in the video
How we built it
We used the YOLO ML model for object detection and implemented it on a Python codebase with Flask at the backend and React.js at the front end.
Challenges we ran into
We ran into challenges with integrating the video input and getting the list of objects to display as a result as well as image editing through generative AI
Accomplishments that we're proud of
We successfully implemented the object detection algorithm so that we can detect all objects in the video. We implemented generated AI to give AI generated suggestions, which meant we did not have to hardcode or predefine values.
What we learned
Implement machine learning algorithms and generative AI.
What's next for Guard AI
Use an video to image API service that can handle more FPS, integrate AI image generation into our system so that people will know how to proceed with implementing safety measures.
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