Edge Impulse Experts / Domestic LRAD activated with Computer Vision Public

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Domestic LRAD activated with Computer Vision

Sitting and fighting human actions trained with a Hugging Face dataset

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Data (1,574 items)

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10187

ID: 160073464

Label: fighting

587

ID: 160073351

Label: sitting

815

ID: 160073952

Label: fighting

6924

ID: 160073629

Label: fighting

10668

ID: 160072726

Label: fighting

11387

ID: 160073420

Label: fighting

9941

ID: 160073483

Label: fighting

1727

ID: 160073285

Label: sitting

Model accuracy (Unoptimized (float32))

Validation set

83.1%

Test set

85.5%

On-device performance (Raspberry Pi 4, Quantized (int8))

Latency

6 ms.

Flash usage

581.9K

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Dataset summary

Data collected

1,574 items

Labels

fighting, sitting

Project info

Project ID	161949
Project version	1
License	Apache 2.0
No. of views	171,045
No. of clones	9