Object Presence Counter

Count objects on a conveyor belt in real time using a lightweight YOLO-nano variant.

by cai_ml·Updated 2 weeks ago·Validated by 5 builders · 12 successful deployments · 4 riffs · 34 saves
Riff
Object Presence Counter project photo
Project Photo
Object Presence Counter
Demo
Hardware
Enclosure
Riffs
What I made

An edge AI project you can build, run, and riff on real hardware.

Creator note

"Open for riffing — swap blocks, change inputs, retrain the model."

— cai_ml

Application Blocks

INPUT
Camera
PROCESSING
Object Detection
OUTPUT
OLED Display

Physical Parts

Riff + Modules
1×Riff Board
1×Industrial Camera Module
Everything listed is required to recreate the finished project shown, unless marked Optional.

Project Lineage

BUILT FROM
Conveyor Vision Starter
THIS PROJECT
Object Presence Counter
RIFFS
Single-Lane Item Counter
Packaging Line Variant
Shift Summary Counter

Discussion

0 threads

Ready to riff on this project?

Swap blocks, change hardware, retrain the model — make it yours.

Riff