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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5461

ID: 160073084

Label: sitting

5551

ID: 160073089

Label: sitting

8812

ID: 160073550

Label: fighting

9619

ID: 160073513

Label: fighting

8761

ID: 160072897

Label: sitting

6876

ID: 160073000

Label: sitting

2627

ID: 160073844

Label: fighting

3627

ID: 160073789

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

Run this model

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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	145,733
No. of clones	8