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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7695

ID: 160072953

Label: sitting

4079

ID: 160073159

Label: sitting

11971

ID: 160072722

Label: fighting

2511

ID: 160073242

Label: sitting

9940

ID: 160073486

Label: fighting

11842

ID: 160073388

Label: fighting

4647

ID: 160073743

Label: fighting

11230

ID: 160073428

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	117,865
No. of clones	5