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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Augmented_238_4276845.png.2fa7frms

ID: 46235560

Label: with_mask

Augmented_644_448466.png.2fa7i2gh

ID: 46233985

Label: with_mask

4304.png.2fa83nlu

ID: 46230170

Label: without_mask

Augmented_564_569258.png.2fa7hhci

ID: 46234298

Label: with_mask

782.png.2fa8h2m7

ID: 46228710

Label: with_mask

Augmented_657_6941838.png.2fa7i4ru

ID: 46233932

Label: with_mask

Augmented_762_6655341.png.2fa7jdqp

ID: 46233515

Label: with_mask

Augmented_799_8439950.png.2fa7jnic

ID: 46233368

Label: with_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	195,095
No. of clones	95