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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5430

ID: 160073078

Label: sitting

10223

ID: 160073480

Label: fighting

3882

ID: 160073173

Label: sitting

11544

ID: 160072759

Label: sitting

9992

ID: 160072835

Label: sitting

2926

ID: 160073831

Label: fighting

2024

ID: 160073266

Label: sitting

7772

ID: 160073585

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	140,164
No. of clones	7