Raspberry Pi Object Detection Tutorial

Опубликовано: 03 Октябрь 2024
на канале: Sam Westby Tech

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Here's how you can make your Raspberry Pi perform real-time object detection. It's a fun project and I hope you enjoy. Leave a comment if you have any questions or future video requests.

I may earn commission if you purchase from the links below:

RASPBERRY PI 4: https://amzn.to/3BC4i9I
ELECTRONICS COMPONENT STARTER KIT: https://amzn.to/3qB23xg
USB 1080P WEBCAM: https://amzn.to/3Lq0OL7

0:00 Intro

Tensorflow github repo: https://github.com/tensorflow/example...

Subscribe for more Raspberry Pi tutorials :) https://www.youtube.com/samwestbytech...

0:43 Setup Raspberry Pi
Here's my setup tutorial: • Raspberry Pi Headless Setup

ssh into your Pi or open a terminal on your pi
Update
sudo apt-get update
sudo apt-get upgrade -y

python3 -V
sudo -H python3 -m pip install virtualenv
mkdir project
cd project
python3 -m virtualenv env
source env/bin/activate

4:00 Install libraries
python3 -m pip install "picamera[array]"
python3 -m pip install tflite-runtime
python3
import tflite_runtime
tflite_runtime.__version__
Both of the commands above should execute without errors
quit()

5:25 Install the example code
git clone https://github.com/tensorflow/examples --depth 1
sh setup.sh
sudo apt-get install libatlas-base-dev

NOTE:
If the "git clone" command gives you trouble, you can manually download the examples folder here https://github.com/tensorflow/example...

6:50 Testing!
python3 classify.py