Edge Impulse Inc. / Person vs unknown Public

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Person vs unknown

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About this project

Person vs unknown

Person detection classifier trained

on a subset of the MS COCO 2017 for the person label and
on a mix of images collected by Edge Impulse team, a houses images dataset from Ahmed, Eman and Moustafa, Mohamed

Data (802 items)

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resized_10242

ID: 289659722

Label: person

resized_10014

ID: 289659882

Label: person

140_bedroom

ID: 289659453

Label: unknown

164_bedroom

ID: 289659347

Label: unknown

resized_10003

ID: 289659872

Label: person

134_frontal

ID: 289659473

Label: unknown

resized_10189

ID: 289659765

Label: person

resized_10232

ID: 289659732

Label: person

Model accuracy (Unoptimized (float32))

Validation set

98.4%

Test set

98.7%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

795 ms.

Peak RAM usage

280.0K

Flash usage

206.6K

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Dataset summary

Data collected

802 items

Labels

person, unknown

Project info

Project ID	233515
Project version	2
License	BSD 3-Clause Clear
No. of views	95,715
No. of clones	46