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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928

ID: 160073947

Label: fighting

9055

ID: 160072875

Label: sitting

4432

ID: 160073759

Label: fighting

10151

ID: 160072825

Label: sitting

4140

ID: 160073771

Label: fighting

3767

ID: 160073783

Label: fighting

5541

ID: 160073694

Label: fighting

11866

ID: 160072744

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	181,804
No. of clones	9