Things used in this project

Hardware components:
UVC-compatible Camera
Only needed for Intel Edison setup
SD Card
Only needed if your device doesn't have enough space to install the repositories.
Intel® Edison and Arduino Breakout Kit
Only one Wi-Fi and camera stream device required.
R8326274 01
Raspberry Pi 2 Model B
Only one Wi-Fi and camera stream device required.
11868 00a
Raspberry Pi Camera module
Only needed for Raspberry Pi setup
A000066 iso both
Arduino UNO & Genuino UNO
Needed for ArduCam setup
ArduCam Mini 2MP
Only one Wi-Fi and camera stream device required
Everything ESP ESP8266 ESP-01
(Optional) If you want to send detection requests to a different server. You do not need a computation device locally with Arduino if you set this up.
Software apps and online services:
Dp image kit 02
Amazon Alexa Alexa Skills Kit
For the Alexa skill if you want to host it yourself
73318 301258139977848 644841747 n
220px tensorflowlogo
Screen%20shot%202015 07 20%20at%206.10.26%20pm
Amazon Web Services AWS Lambda
For Intel Edison setup
Ide web
Arduino IDE
For Arduino setup


Arduino Uno R3 + ArduCAM Connections
Screen shot 2018 01 20 at 2 56 26 pm jyslhzjvbe
VUI diagram
How the Alexa Skills work
Vui 5vx6mbh77m
Architecture Diagram
High level diagram of how all the software components work
Doorman (2) qryveyr9ue


Pre-trained TINY YOLO VOC modelPython
This is the tiny version of the detection model that does less than than the full one but some limited memory devices like the Edison/Raspberry Pi require this.
No preview (download only).
Pre-trained modelPython
Download and place in the yolo-detection-api project folder
No preview (download only).
YOLO Object Detection
Uses Darkflow YOLO to detect objects in a frame.
Arduino Sketch
Flash ArduCAM/examples/mini/ArduCAM_Mini_LowPowerMode/ArduCAM_Mini_LowPowerMode.ino
Device Stream Client
This client needs to be installed on the device that will capture images.
Smart Home Skill
Zip the contents of sample_lambda/python and upload to AWS Lambda
Link with Amazon App
This is the app that authenticates with the Alexa skill and manages user data and also hosts endpoints for the Custom Skill


MD R. Islam
1 project • 2 followers


Did you replicate this project? Share it!

I made one

Love this project? Think it could be improved? Tell us what you think!

Give feedback


Add projectSign up / Login