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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2041

ID: 160073887

Label: fighting

11583

ID: 160073409

Label: fighting

11800

ID: 160072741

Label: sitting

379

ID: 160073360

Label: sitting

10851

ID: 160073443

Label: fighting

11902

ID: 160072738

Label: sitting

8679

ID: 160072891

Label: sitting

3709

ID: 160073785

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	154,891
No. of clones	9