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_20210629_193204.jpg.2rmb61j7.ingestion-cc4d66496-lvpgn.jpg.2rmvg3ae

ID: 99340395

IMG_20220214_204537.jpg.2rper6vm

ID: 99340160

IMG_20220211_153117.jpg.2rkcf7f2.ingestion-cc4d66496-7qjrh.jpg.2rmbbtcd.ingestion-cc4d66496-7qjrh.jpg.2rmvg52k

ID: 99340312

IMG_20220212_210030.jpg.2rkcf9hd.ingestion-cc4d66496-lvpgn.jpg.2rmbbuf9.ingestion-cc4d66496-7qjrh.jpg.2rmvg5pl

ID: 99340276

IMG_20210629_193139.jpg.2rmb60gi.ingestion-cc4d66496-8p56s.jpg.2rmvfkge

ID: 99340432

IMG_20220214_143155.jpg.2rper53s

ID: 99340203

IMG_20220213_102219.jpg.2rmb60p3.ingestion-cc4d66496-lvpgn.jpg.2rmvg69j

ID: 99340266

IMG_20220214_081146.jpg.2rper4n2

ID: 99340206

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

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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	12,152
No. of clones	11