X-Fire

Fire Detection for Xfinity Home

Timothy Khumpan,

Phuykong Meng,

Bryan Li,

Alex Li

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Challenge

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Comcast Product or Service use AI to support for the common good.

Leveraging any Comcast Product or Service use AI to support for the common good the aging at home population.

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Comcast/Xfinity

Xfinity Home is Comcast’s home security and automation service.

• It offers features live 24/7 professional monitoring, video surveillance, smart home control, and energy management.
• Users can remotely monitor and control their home security and connected devices through a mobile app.
• It provides peace of mind through advanced security technology and the convenience of managing home devices from anywhere.

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Xfinity Home App

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Our Idea

Crisis Response and Disaster Management:

• Build AI-powered tools that help coordinate emergency response efforts during natural disasters or other crises.
• We focused on fire detection models via AI/ML

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“358,500 Home-based fires every year, on average. House fires cause 2,620 civilian deaths.”

― Worthinsurance.com

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Showcase

Here’s some examples of our model working in real life scenarios.

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Proposal:

• Live video detection via AI/ML
• If fire detected (>65%) send push notification to customer and security team
• Button to automatically notify authorities
• If no response within x minutes; automatically notifies authorities via a phone call
• If security team is alerted they can handle notifying authorities (premium)

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Time to Demo

Use one of our devices with the new feature!

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Tech Stack

• Firebase
• AWS Lambda + Twillio
• YoloV9, PyTorch (AI/ML)
• React Native (Expo)
• Various Libraries
• https://github.com/timo1k/renren

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Thank you!

Do you have any questions?

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Reference:

Github: https://github.com/nikhilgawai/Fire_Detection

https://github.com/WongKinYiu/yolov9

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