Seoul-si Artificial Intelligence Internet of Things Hackerton

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SafeScape : AIoT-based park potential hazard monitoring platform

Competition , Sep. 2024 ~ Oct. 2024

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Software Stacks

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Competition Topic

• Developing software to improve convenience in Seoul's parks
• Our software : SafeScape : AIoT-based park potential hazard monitoring platform
• The competition took place overnight on October 10th and 11th.

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Implementation

1. Dataset

• Aging facility images Dataset - AIhub

2. Aging facility object detection

• with Yolo v7 , Raspberry Pi, Arduino UNO
• Detecting bounding box for aging facilities and output to user interface.

3. Physical Deformation detection

• with Arduino Nano 33 BLE
• Detect physical deformations(falling, bending, breaking) with accelerometers

4. User Interface Implementation

• Used FastAPI(backend), HTML/JS(frontend) , Google Map API(Marker)
• AIoT device information is updated in real time

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Result & Outputs

• Advance to finals, no Prize (15 teams)