Raspberry pi Smart cam with Intel Neural Compute Stick

Raspberry pi Smart cam with Intel Neural Compute Stick

Intel Neural Compute Stick + OpenVINO Version


System Diagram

System Requirements

Hardware

·     Raspberry Pi Board (4B , 3B+)
·     Intel Neural Compute Stick ( V1 or V2 )

·     Pi Camera ( V1 or V2 ) or USB cam

·     SD Card 32GB

·     5V DC. 2A Power Supply

Software

·     OS Raspbien 10 ( Buster )

·     Python 3.7.3

·     OpenVINO Toolkit 2019.R3

·     OpenCV 4.0.0

·     Flask 1.0.2

·     LINE Notify 0.1.4

Detect up to 12 FPS. on Pi camara V2

Setting

Report  ( Save to database )




LINE Notify

Raspberry pi Smart Cam AI kit. ( Include Full Source Code in SD card )

1.       Raspberry pi 4B ( 1 GB ) + Case
2.       SDcard 32 GB. ( Software installed )
3.       5V DC. 2A Power Supply

Option

• USB Webcam Model Logitech C270 
• Intel Neural Compute Stick2 

If You want Raspberry pi AI Kit. Please contact email amphancm@gmail.com 

 

UPDATE  ( 2020 APR )

Select time to Line Notification

Reference

Install OpenVINO™ toolkit for Raspbian* OS

https://docs.openvinotoolkit.org/latest/_docs_install_guides_installing_openvino_raspbian.html

Object Detection SSD Python* Demo, Async API performance showcase
https://docs.openvinotoolkit.org/latest/_demos_python_demos_object_detection_demo_ssd_async_README.html

Raspberry pi Smart cam AI kit with Pi Cam

Raspberry pi Smart cam AI kit with Pi Cam or USB cam

TensorFlow-lite Version then no need intel Neural Compute Stick yet.

System Diagram

System Requirements

Hardware

·     Raspberry Pi Board (4B , 3B+)

·     Pi Camera ( V1 or V2 ) or USB cam

·     SD Card 32GB

·     5V DC. 2A Power Supply

Software

·     OS Raspbien 10 ( Buster )

·     Python 3.7.3

·     Tensorflow lite 1.14.0

·     OpenCV 4.0.0

Machine Learning Model : MobileNet SSD V2 Quantised

Main Page ( Home )

Report Page

Setting Page

Set WiFi

Source Code ( Python )

https://github.com/EdjeElectronics/TensorFlow-Lite-Object-Detection-on-Android-and-Raspberry-Pi

Raspberry pi Smart Cam AI kit. ( Include Full Source Code in SD card )

1.       Raspberry pi 4B ( 1 GB ) + Case
2.       SDcard 32 GB. ( Software installed )
3.       5V DC. 2A Power Supply

Option

• USB Webcam Model Logitech C270 
• Intel Neural Compute Stick2 

If You want Raspberry pi AI Kit. Please contact email amphancm@gmail.com 

Reference

Install Tensorflow on Raspberry pi

https://www.tensorflow.org/install/source_rpi

Tensorflow Model Zoo

https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md

How to Run TensorFlow Lite Object Detection

https://github.com/EdjeElectronics/TensorFlow-Lite-Object-Detection-on-Android-and-Raspberry-Pi/blob/master/Raspberry_Pi_Guide.md