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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7619

ID: 160072955

Label: sitting

8554

ID: 160072912

Label: sitting

5390

ID: 160073700

Label: fighting

1031

ID: 160073318

Label: sitting

9106

ID: 160073534

Label: fighting

6721

ID: 160073635

Label: fighting

11828

ID: 160073392

Label: fighting

10632

ID: 160073455

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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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	131,569
No. of clones	5