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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6853

ID: 160073001

Label: sitting

5689

ID: 160073065

Label: sitting

5569

ID: 160073070

Label: sitting

716

ID: 160073960

Label: fighting

11999

ID: 160073379

Label: fighting

5027

ID: 160073726

Label: fighting

3715

ID: 160073178

Label: sitting

2646

ID: 160073843

Label: fighting

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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On any device

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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	161,085
No. of clones	9