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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2123

ID: 160073261

Label: sitting

6387

ID: 160073030

Label: sitting

5456

ID: 160073697

Label: fighting

11511

ID: 160073411

Label: fighting

4018

ID: 160073148

Label: sitting

10615

ID: 160073453

Label: fighting

10258

ID: 160072821

Label: sitting

3381

ID: 160073192

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	85,115
No. of clones	4