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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6918

ID: 160073626

Label: fighting

1826

ID: 160073899

Label: fighting

10087

ID: 160072828

Label: sitting

5031

ID: 160073741

Label: fighting

8062

ID: 160073575

Label: fighting

951

ID: 160073324

Label: sitting

11725

ID: 160073400

Label: fighting

957

ID: 160073326

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	168,898
No. of clones	9