TianchengZhang / Mask Detection Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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Mask Detection

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Data (9,871 items)

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Augmented_799_4989063

ID: 1824798392

Label: 1

Augmented_433_9423540

ID: 1824795127

Label: 1

3228

ID: 1824780329

Label: 0

5377

ID: 1824784888

Label: 0

1173

ID: 1824775912

Label: 0

3928

ID: 1824781696

Label: 0

618

ID: 1824786329

Label: 0

Augmented_160_5572419

ID: 1824793346

Label: 1

Model accuracy (Unoptimized (float32))

Validation set

99.4%

Test set

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

841 ms.

Peak RAM usage

134.3K

Flash usage

352.4K

Run this model

On any device

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Dataset summary

Data collected

9,871 items

Labels

0, 1

Project info

Project ID	678490
License	3-Clause BSD
No. of views	19,588
No. of clones	1