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_20220213_102618.jpg.2rmb61rp.ingestion-cc4d66496-8p56s.jpg.2rmvg6pf

ID: 99340249

IMG_20220214_080750.jpg.2rper89h

ID: 99340154

IMG_20220214_081104.jpg.2rper49l

ID: 99340212

IMG_20210629_193526.jpg.2rmb5vaj.ingestion-cc4d66496-lvpgn.jpg.2rmvg3n3

ID: 99340381

IMG_20210629_193806.jpg.2rmb603g.ingestion-cc4d66496-8p56s.jpg.2rmvg3of

ID: 99340370

IMG_20210629_193110.jpg.2rmb5tnd.ingestion-cc4d66496-7qjrh.jpg.2rmvg39l

ID: 99340402

IMG_20220211_152426.jpg.2rkcf46e.ingestion-cc4d66496-7qjrh.jpg.2rmbbscu.ingestion-cc4d66496-lvpgn.jpg.2rmvg4dg

ID: 99340342

IMG_20220212_210023.jpg.2rkcf941.ingestion-cc4d66496-7qjrh.jpg.2rmbbuf0.ingestion-cc4d66496-lvpgn.jpg.2rmvg5pe

ID: 99340280

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	6,127
No. of clones	9