Datasets by Edge Impulse / Object Detection - Self Attention - Cubes on conveyor belt Public

Object Detection - Self Attention - Cubes on conveyor belt

Green cubes to the left, or right, of other cubes on a conveyor belt.

Object detection
FOMO

About this project

This dataset, collected by Edge Impulse team, is a variant of the Cubes on Conveyor Belt dataset. It has been used to perform spatial aware object detection using a micro transformer.

Have a look at this blog post for more information: FOMO Self-Attention

Compatible Blocks

  • Feature extraction: Image
  • Learning block: FOMO (modified in Expert mode)

Not sure what to choose? Try out this dataset with the EON Tuner.

cubes.jpg.23imc72s.ingestion-6797d84bf-mkqlt.flipped.jpg.40lghm3r.ingestion-654c8ddcd7-ln5rj.jpg.40lvoseb.ingestion-654c8ddcd7-98jk5
cubes.jpg.23imbbqp.ingestion-6797d84bf-mkqlt.flipped.jpg.40lghk0a.ingestion-654c8ddcd7-ln5rj.jpg.40lvoqe0.ingestion-654c8ddcd7-98jk5
cubes.jpg.23im33f2.ingestion-6797d84bf-dn6tb.flipped.jpg.40lghphl.ingestion-654c8ddcd7-98jk5.jpg.40lvp0f7.ingestion-654c8ddcd7-2dhss
cubes.jpg.23imhs68.ingestion-6797d84bf-dn6tb.flipped.jpg.40lghn22.ingestion-654c8ddcd7-98jk5.jpg.40lvot9t.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23in43oh.ingestion-6797d84bf-mkqlt.1.jpg.40lghprj.ingestion-654c8ddcd7-ln5rj.jpg.40lvp276.ingestion-654c8ddcd7-2dhss
cubes.jpg.23in43oh.ingestion-6797d84bf-mkqlt.2.flipped.jpg.40lghpsr.ingestion-654c8ddcd7-2dhss.jpg.40lvp2e9.ingestion-654c8ddcd7-98jk5
cubes.jpg.23imc1e9.ingestion-6797d84bf-mrdk8.flipped.jpg.40lghlqc.ingestion-654c8ddcd7-ln5rj.jpg.40lvos0e.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23in4a4v.ingestion-6797d84bf-mrdk8.flipped.jpg.40lghos8.ingestion-654c8ddcd7-ln5rj.jpg.40lvp0h9.ingestion-654c8ddcd7-2dhss
This project has no trained model yet.

Dataset summary

Data collected
85 items
Labels
left, right

Project info

Project ID 497628
Project version 4
License BSD 3-Clause Clear
No. of views 18,749
No. of clones 0