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_152053.jpg.2rkcf3s2.ingestion-cc4d66496-8p56s.jpg.2rmbbrt9.ingestion-cc4d66496-lvpgn.jpg.2rmvg43d

ID: 99340363

IMG_20220214_080904.jpg.2rper3gp

ID: 99340221

IMG_20220214_204519.jpg.2rper6q0

ID: 99340159

IMG_20210629_193252.jpg.2rmb63c6.ingestion-cc4d66496-7qjrh.jpg.2rmvg3al

ID: 99340391

IMG_20220212_210008.jpg.2rkcf93d.ingestion-cc4d66496-7qjrh.jpg.2rmbbuem.ingestion-cc4d66496-lvpgn.jpg.2rmvg5p4

ID: 99340284

IMG_20220211_152518.jpg.2rkcf4n2.ingestion-cc4d66496-lvpgn.jpg.2rmbbsdg.ingestion-cc4d66496-lvpgn.jpg.2rmvg4g0

ID: 99340333

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

ID: 99340342

IMG_20220214_204533.jpg.2rper6va

ID: 99340161

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	8,058
No. of clones	10