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Article with All Steps - https://core-electronics.com.au/tutorials/object-identify-raspberry-pi.html
Actively search and classify all kinds of household objects and common animals with a palm sized single board computer. Then use specific object detection to control GPIO pins.

Make sure to use the Previous Raspberry Pi 'Buster' OS with this Guide.

Related Information
Backyard BirdCam Project (Amazing Project that utilises this exact technology) - https://core-electronics.com.au/projects/backyard-birdcam
Flashing 'Buster' OS onto a Raspberry Pi - https://core-electronics.com.au/tutorials/flash-buster-os-pi.html
Facial Recognition with the Raspberry Pi - https://core-electronics.com.au/tutorials/face-identify-raspberry-pi.html
Face and Movement Tracking System For Raspberry Pi - https://core-electronics.com.au/tutorials/Face-Tracking-Raspberry-Pi.html
Controlling a Servo Motor with a Raspberry Pi - https://core-electronics.com.au/tutorials/control-servo-raspberry-pi.html
Speed Camera with Raspberry Pi - https://core-electronics.com.au/tutorials/detect-speed-raspberry-pi.html
Hand Tracking & Gesture Control With Raspberry Pi - https://core-electronics.com.au/tutorials/hand-identification-raspberry-pi.html
Control Your Raspberry Pi Remotely Using Your Phone (RaspController Guide) - https://core-electronics.com.au/tutorials/raspcontrol-raspberry-pi.html
Coco Dataset Library - https://cocodataset.org/#home

Have you ever wanted to get your Raspberry Pi 4 Model B to actively search and identify common household objects and commonplace animals? Then you have found the right place. I'll show you exactly how to do this so you can set up a similar system in your own Maker-verse. Furthermore, I will demonstrate how you can refine the identification so it searches only for particular desired targets. Then we’ll take this to the next step and demonstrate how you can alter the code to make the Raspberry Pi control physical hardware when it identifies that particular target. This guide is going to blend machine learning and open-source software together with the Raspberry Pi ecosystem. One of the open-source software used here is Open-CV which is a huge resource that helps solve real-time computer vision and image processing problems. This will be a second foray into Open-CV landscape with Raspberry Pi and Facial Recognition being the first. We will also utilise an already trained library of objects and animals from the Coco Library. The Coco (Common Object in Context) Library is large-scale object detection, segmentation, and captioning dataset. This trained library is how the Raspberry Pi will know what certain objects and animals generally look like. You can also find pre-trained libraries for all manner of objects, creatures, sounds, and animals so if this particular library here does not suit your needs you can find many others freely accessible online. The library used here will enable our Raspberry Pi will be able to identify 91 unique objects/animals and provide a constantly updating confidence rating. Machine learning has never been more accessible and this video will demonstrate this.

If you have any questions about this content or want to share a project you're working on head over to our maker forum, we are full time makers and here to help - http://coreelec.io/forum

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Raspberry Pi 4 Model B (4GB) Ultimate Kit Bundle (AVALIABLE!) - https://core-electronics.com.au/raspberry-pi-4-4gb-ultimate-kit.html

Raspberry Pi 4 Model B 4GB: https://core-electronics.com.au/catalog/product/view/sku/CE06425

Raspberry Pi High Quality Camera (Used Here): https://core-electronics.com.au/catalog/product/view/sku/CE06935

Raspberry Pi 6mm Wide Angle Camera Lens (Used Here): https://core-electronics.com.au/catalog/product/view/sku/CE06937

Raspberry Pi Official Camera Module V2 : https://core-electronics.com.au/catalog/product/view/sku/CE04421

Makeblock 9g Micro Servo Pack (used here): https://core-electronics.com.au/catalog/product/view/sku/MB95026

Raspberry Pi 4 Power Supply: https://core-electronics.com.au/catalog/product/view/sku/CE06427

0:00 Intro
0:17 Video Overview
0:56 What You Will Need
1:30 Set Up
3:10 Grab Some Objects
3:35 Its Working!
4:02 Some Values Worth Tinkering
4:55 GPIO Control with Identified Objects
5:36 Acknowledgments
5:47 Outro