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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5155

ID: 160073102

Label: sitting

8084

ID: 160072925

Label: sitting

10321

ID: 160073467

Label: fighting

2084

ID: 160073265

Label: sitting

817

ID: 160073334

Label: sitting

3498

ID: 160073183

Label: sitting

2416

ID: 160073246

Label: sitting

3315

ID: 160073196

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	193,625
No. of clones	9