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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6040

ID: 160073667

Label: fighting

1409

ID: 160073312

Label: sitting

10248

ID: 160073472

Label: fighting

5568

ID: 160073071

Label: sitting

10239

ID: 160072833

Label: sitting

8841

ID: 160073548

Label: fighting

3431

ID: 160073811

Label: fighting

4148

ID: 160073764

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	122,127
No. of clones	5