Edge Impulse Inc. / Person vs unknown Public

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Person vs unknown

Images

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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unknown.1q538h4c.ingestion-54698b698b-prmv2

ID: 289659594

Label: unknown

167_bathroom

ID: 289659337

Label: unknown

resized_10217

ID: 289659747

Label: person

resized_10144

ID: 289659803

Label: person

185_frontal

ID: 289659267

Label: unknown

resized_10215

ID: 289659740

Label: person

138_bedroom

ID: 289659458

Label: unknown

plant.00008.1d8pjp9g.ingestion-768f6f98f6-5s8pw

ID: 289659617

Label: unknown

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	92,973
No. of clones	46