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Automatic rotating fan module using AI

if you have a fan and install the module, you will use Automatic rotating fan.

[Presentation]

This project is the 2019 1st Semester Converged Capstone Design Project.

We learned AI in the first semester of 2019. we thought to use AI. And, we thought it would be all right if we made a fan to follow people in the hot summer. so, we made Automatic rotating fan module using object detection.

Component

Device

• Raspberry pi 3B+
• Stepper Motor
• Touch Monitor
• Web cam
• PC

H/W

Outline Map

H/W Circuit

3D Model

S/W

Object Detection

we used SSD-MobileNet-V1 model because we used Raspberry Pi( single board ).

Algorithm

Socket Transport

Object Detection

Gather Data

using Capture/capture_from_webcam.py.

Anotation

using [3b.]

Training

using [4.Generate training data ~7. Export inference Graph]

How To Use?

See [Object Detection] for preferences

• Object_detection_webcam_server.py : Install PC
• Wifi.py : Installed Raspberry Pi

first, Run Object_detection_webcam_server.py.

second, Run Wifi.py.

Presentation

Team members

• 유형준(Yoo Hyeong Jun) - Software Development [Github] [[email protected]]

• 김진호(Kim Jin Ho) - 3D Modeling [Github] [[email protected]]

• 이대건 - Hardware Development [[email protected]]

• 이정훈 - Software Development [Github] [[email protected]]

• 전주하 - Paperwork [Github] [[email protected]]

Reference Materials

• Object Detection - [EdjeElectronics]
• Socket Transport - [brownbears]
• Motor Control - [Chandong83]