Peter Ing / Object Detection FOMO Public

Target: Cortex-M4F 80MHz Clone this project

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Object Detection FOMO

Object detection

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (356 items)

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IMG_20220211_153656.jpg.2rkcf8lh.ingestion-cc4d66496-lvpgn.jpg.2rmbbtta.ingestion-cc4d66496-8p56s.jpg.2rmvg5b4

ID: 99340298

IMG_20220212_194918.jpg.2rkcf90k.ingestion-cc4d66496-7qjrh.jpg.2rmbbttp.ingestion-cc4d66496-lvpgn.jpg.2rmvg5d6

ID: 99340292

IMG_20220211_152035.jpg.2rkcf28v.ingestion-cc4d66496-7qjrh.jpg.2rmbbrss.ingestion-cc4d66496-lvpgn.jpg.2rmvg414

ID: 99340365

IMG_20220213_102439.jpg.2rmb61gs.ingestion-cc4d66496-lvpgn.jpg.2rmvg6o8

ID: 99340258

IMG_20220211_152325.jpg.2rkcf45p.ingestion-cc4d66496-8p56s.jpg.2rmbbscp.ingestion-cc4d66496-8p56s.jpg.2rmvg4d2

ID: 99340348

IMG_20210629_193204.jpg.2rmb61j7.ingestion-cc4d66496-lvpgn.jpg.2rmvg3ae

ID: 99340395

IMG_20220214_081134.jpg.2rper4k4

ID: 99340209

IMG_20210629_193604.jpg.2rmb5vgd.ingestion-cc4d66496-7qjrh.jpg.2rmvg3na

ID: 99340388

Model accuracy (Unoptimized (float32))

Validation set

71.4%

Test set

58.3%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

822 ms.

Peak RAM usage

627.1K

Flash usage

63.8K

Run this model

On any device

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Dataset summary

Data collected

356 items

Labels

bolt, nut, washer

Project info

Project ID	26544
Project version	1
License	No license attached
No. of views	7,405
No. of clones	9