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_102340.jpg.2rmb617g.ingestion-cc4d66496-7qjrh.jpg.2rmvg6ap

ID: 99340260

IMG_20210629_193908.jpg.2rmb60dq.ingestion-cc4d66496-8p56s.jpg.2rmvg3p2

ID: 99340373

IMG_20220214_081146.jpg.2rper4n2

ID: 99340206

IMG_20220214_204510.jpg.2rper6po

ID: 99340162

IMG_20220214_143232.jpg.2rper5jg

ID: 99340190

IMG_20220212_194956.jpg.2rkcf91a.ingestion-cc4d66496-lvpgn.jpg.2rmbbtub.ingestion-cc4d66496-7qjrh.jpg.2rmvg5om

ID: 99340291

IMG_20220211_153458.jpg.2rkcf8i2.ingestion-cc4d66496-8p56s.jpg.2rmbbtsn.ingestion-cc4d66496-8p56s.jpg.2rmvg5af

ID: 99340309

IMG_20220213_153335.jpg.2rmb63aj.ingestion-cc4d66496-7qjrh.jpg.2rmvg7se

ID: 99340231

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	6,352
No. of clones	9