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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6495

ID: 160073021

Label: sitting

10748

ID: 160073445

Label: fighting

1816

ID: 160073897

Label: fighting

7256

ID: 160072981

Label: sitting

3300

ID: 160073813

Label: fighting

7741

ID: 160072949

Label: sitting

10528

ID: 160072806

Label: sitting

10637

ID: 160073451

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	148,576
No. of clones	9