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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3661

ID: 160073795

Label: fighting

815

ID: 160073952

Label: fighting

5314

ID: 160073090

Label: sitting

4408

ID: 160073762

Label: fighting

5441

ID: 160073077

Label: sitting

3288

ID: 160073199

Label: sitting

665

ID: 160073347

Label: sitting

3450

ID: 160073187

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	176,383
No. of clones	9