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.

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cubes.jpg.23imb4ap.ingestion-6797d84bf-mrdk8.flipped.jpg.40lghjvd.ingestion-654c8ddcd7-2dhss.jpg.40lvoqeb.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23in3gib.ingestion-6797d84bf-mkqlt.2.flipped.jpg.40lghoc6.ingestion-654c8ddcd7-ln5rj.jpg.40lvp069.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23in3gib.ingestion-6797d84bf-mkqlt.1.flipped.jpg.40lghoaf.ingestion-654c8ddcd7-98jk5.jpg.40lvovcq.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23imbbqp.ingestion-6797d84bf-mkqlt.jpg.40lghkmt.ingestion-654c8ddcd7-98jk5.jpg.40lvor4a.ingestion-654c8ddcd7-2dhss
cubes.jpg.23imc1e9.ingestion-6797d84bf-mrdk8.jpg.40lghls4.ingestion-654c8ddcd7-98jk5.jpg.40lvos8h.ingestion-654c8ddcd7-2dhss
cubes.jpg.23ima5a3.ingestion-6797d84bf-mkqlt.flipped.jpg.40lghrg3.ingestion-654c8ddcd7-2dhss.jpg.40lvp128.ingestion-654c8ddcd7-2dhss
cubes.jpg.23in2ejo.ingestion-6797d84bf-mkqlt.jpg.40lghnm5.ingestion-654c8ddcd7-98jk5.jpg.40lvou76.ingestion-654c8ddcd7-ln5rj
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 16,788
No. of clones 0