Hackaday.io Hackaday.io
Projects
Discover Contests Courses Stack
More
Courses Tutorials Events Hackerspaces Hackaday.com Tindie Marketplace
Sign up Log in
Close
0%
0%

Object Detection on the Raspberry Pi 4

Deep Learning on the edge is now possible with lightweight computing hardware such as the Raspberry Pi 4 using TensorFlow Lite!

ecd1012ecd1012
Following Follow project
Liked Like project

Become a Hackaday.io member

Not a member? You should Sign up.

Already have an account? Log in.

Sign up with Github
Sign up with Twitter OR
Forgot your password?

Just one more thing

To make the experience fit your profile, pick a username and tell us what interests you.

Pick an awesome username
hackaday.io/
Your profile's URL: hackaday.io/username. Max 25 alphanumeric characters.
Pick a few interests
Projects that share your interests
People that share your interests

We found and based on your interests.

Choose more interests.

OK, I'm done! Skip
Join this project
Similar projects worth following
1.3k views
0 comments
1.3k followers
11 likes
  • Description
  • Details
  • Files 0
  • Components 7
    • View all
  • Logs 0
  • Instructions 1
    • View all
  • Discussion 0
View Gallery
1.3k
0
1.3k
11

Team (1)

  • ecd1012ecd1012

Join this project's team
  • Code
  • Medium Post
  • YouTube Video
Software
ongoing project
raspberry pi deep learning computer vision ai machine learning object detection

This project was created on 04/19/2021 and last updated 5 years ago.

Description

For this project, object detection performance was analyzed to see how the Raspberry Pi 4 performed when mounted and processing video feed in a moving vehicle. The trained model operated at 2.73 fps online and did impressive classifying and localizing objects on the road!

More information:
* Code: https://github.com/ecd1012/rpi_road_object_detection
* Project Details and Video Tutorial: https://ethandell.tech/blog/

Components

  • 1 × Raspberry Pi 4
  • 1 × Raspberry Pi Camera
  • 1 × LED Fiber Optics / Emitters
  • 1 × Small Resistor (470 Ohm)
  • 1 × Small Breadboard

View all 7 components

Build Instructions
Collapse

  • 1
    Instructions are listed here:

     https://github.com/ecd1012/rpi_road_object_detection

View all instructions

Enjoy this project?

Share

Discussions

Log In/Sign up to comment

Become a Hackaday.io Member

Create an account to leave a comment. Already have an account? Log In.

Sign up with Github
Sign up with Twitter OR

Similar Projects

The 2016 Hackaday Prize
Make Raspberry Pi Again
Project Owner Contributor

Raspberry Pi project

aryaArya

Easy and Fun: Track objects with a Raspberry Pi, a camera and an Arduino in less than an hour!
Project Owner Contributor

Raspberry+Arduino CamTracker

marcelo-valeriaMarcelo Valeria

Setting up RFID on a Raspberry Pi using Microsoft IOT Core.
Project Owner Contributor

RFID on Raspberry Pi

t3rr0rbyte13T3rr0rByte13

Deep Learning on the edge is now possible with lightweight computing hardware such as the Raspberry Pi 4 using TensorFlow Lite!
Project Owner Contributor

Pose Estimation on the Raspberry Pi 4

ecd1012ecd1012

Does this project spark your interest?

Become a member to follow this project and never miss any updates
Going up?

About Us Contact Hackaday.io Give Feedback Terms of Use Privacy Policy Hackaday API

© 2026 Hackaday

By using our website and services, you expressly agree to the placement of our performance, functionality, and advertising cookies. Learn More

Yes, delete it Cancel

Report project as inappropriate

You are about to report the project "Object Detection on the Raspberry Pi 4", please tell us the reason.

Send message

Your application has been submitted.

Remove Member

Are you sure you want to remove yourself as a member for this project?

Project owner will be notified upon removal.