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.23im4cuv.ingestion-6797d84bf-mkqlt.jpg.40lghkm6.ingestion-654c8ddcd7-2dhss.jpg.40lvoqnl.ingestion-654c8ddcd7-ln5rj
cubes.jpg.23in3gib.ingestion-6797d84bf-mkqlt.1.jpg.40lgho97.ingestion-654c8ddcd7-ln5rj.jpg.40lvovu8.ingestion-654c8ddcd7-98jk5
cubes.jpg.23in38aj.ingestion-6797d84bf-dn6tb.jpg.40lghpnp.ingestion-654c8ddcd7-2dhss.jpg.40lvp256.ingestion-654c8ddcd7-98jk5
cubes.jpg.23imc1e9.ingestion-6797d84bf-mrdk8.jpg.40lghls4.ingestion-654c8ddcd7-98jk5.jpg.40lvos8h.ingestion-654c8ddcd7-2dhss
cubes.jpg.23imhh5p.ingestion-6797d84bf-dn6tb.jpg.40lghn89.ingestion-654c8ddcd7-98jk5.jpg.40lvotcr.ingestion-654c8ddcd7-98jk5
cubes.jpg.23im33f2.ingestion-6797d84bf-dn6tb.jpg.40lghptm.ingestion-654c8ddcd7-98jk5.jpg.40lvp0fe.ingestion-654c8ddcd7-2dhss
cubes.jpg.23imhs68.ingestion-6797d84bf-dn6tb.jpg.40lghngj.ingestion-654c8ddcd7-ln5rj.jpg.40lvou76.ingestion-654c8ddcd7-98jk5
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 15,898
No. of clones 0