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

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Data (356 items)

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IMG_20220211_152146.jpg.2rkcf89h.ingestion-cc4d66496-lvpgn.jpg.2rmbbrtj.ingestion-cc4d66496-lvpgn.jpg.2rmvg44l

ID: 99340358

IMG_20220214_080858.jpg.2rper361

ID: 99340222

IMG_20220214_201053.jpg.2rper6el

ID: 99340173

IMG_20220213_152922.jpg.2rmb6289.ingestion-cc4d66496-8p56s.jpg.2rmvfled

ID: 99340423

IMG_20220212_194935.jpg.2rkcf90p.ingestion-cc4d66496-lvpgn.jpg.2rmbbtu0.ingestion-cc4d66496-7qjrh.jpg.2rmvg5de

ID: 99340290

IMG_20210629_193502.jpg.2rmb5v1h.ingestion-cc4d66496-7qjrh.jpg.2rmvg3b5

ID: 99340401

IMG_20210629_193131.jpg.2rmb5vcb.ingestion-cc4d66496-8p56s.jpg.2rmvg3ah

ID: 99340389

IMG_20220211_152534.jpg.2rkcf50k.ingestion-cc4d66496-lvpgn.jpg.2rmbbsdm.ingestion-cc4d66496-7qjrh.jpg.2rmvg4g6

ID: 99340339

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	9,316
No. of clones	10