Alexis Kim / mask-classification Public

Target: Cortex-M4F 80MHz Clone this project

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mask-classification

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About this project

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Data (11,625 items)

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790.png.2fa8hvie

ID: 46228314

Label: without_mask

Augmented_469_6192148.png.2fa7h2o8

ID: 46234673

Label: with_mask

Augmented_107_2167235.png.2fa7f95r

ID: 46236053

Label: with_mask

1951.png.2fa81ke7

ID: 46231722

Label: without_mask

Augmented_156_2961688.png.2fa7fggk

ID: 46235868

Label: with_mask

Augmented_348_505066.png.2fa7gbmq

ID: 46235142

Label: with_mask

5.png.2fa7vvfr

ID: 46233018

Label: without_mask

4604.png.2fa83vpi

ID: 46229979

Label: without_mask

Model accuracy (Unoptimized (float32))

Validation set

99.6%

Test set

99.2%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

5795 ms.

Peak RAM usage

300.5K

Flash usage

584.5K

Run this model

On any device

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Dataset summary

Data collected

11,625 items

Labels

with_mask, without_mask

Project info

Project ID	47957
Project version	1
License	No license attached
No. of views	211,469
No. of clones	95