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.23im6ffe.ingestion-6797d84bf-mrdk8.jpg.40lghn60.ingestion-654c8ddcd7-2dhss.jpg.40lvosqg.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23in51k7.ingestion-6797d84bf-mrdk8.jpg.40lghq7e.ingestion-654c8ddcd7-98jk5.jpg.40lvp2gh.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23im7j1k.ingestion-6797d84bf-mkqlt.flipped.jpg.40lghn8o.ingestion-654c8ddcd7-2dhss.jpg.40lvosri.ingestion-654c8ddcd7-98jk5
cubes.jpg.23in4ihk.ingestion-6797d84bf-dn6tb.2.jpg.40lghpm7.ingestion-654c8ddcd7-2dhss.jpg.40lvp24n.ingestion-654c8ddcd7-98jk5
cubes.jpg.23in3gib.ingestion-6797d84bf-mkqlt.1.flipped.jpg.40lghoaf.ingestion-654c8ddcd7-98jk5.jpg.40lvovcq.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23in2ejo.ingestion-6797d84bf-mkqlt.jpg.40lghnm5.ingestion-654c8ddcd7-98jk5.jpg.40lvou76.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23im7j1k.ingestion-6797d84bf-mkqlt.jpg.40lgho64.ingestion-654c8ddcd7-ln5rj.jpg.40lvotos.ingestion-654c8ddcd7-2dhss
cubes.jpg.23im28tb.ingestion-6797d84bf-mkqlt.flipped.jpg.40lghoh7.ingestion-654c8ddcd7-98jk5.jpg.40lvou76.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 23,242
No. of clones 1