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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9452

ID: 160072858

Label: sitting

1971

ID: 160073271

Label: sitting

3694

ID: 160073787

Label: fighting

9466

ID: 160072860

Label: sitting

9731

ID: 160073493

Label: fighting

3981

ID: 160073774

Label: fighting

2601

ID: 160073236

Label: sitting

5209

ID: 160073101

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	133,712
No. of clones	6