Thaís / face_mask_detection Public

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

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face_mask_detection

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Data (7,298 items)

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with_mask_788

ID: 150944694

Label: with_mask

with_mask_2446

ID: 150943318

Label: with_mask

with_mask_271

ID: 150945139

Label: with_mask

with_mask_1712

ID: 150943917

Label: with_mask

with_mask_1026

ID: 150944509

Label: with_mask

without_mask_2211

ID: 150940427

Label: without_mask

with_mask_2264

ID: 150943465

Label: with_mask

with_mask_1415

ID: 150944178

Label: with_mask

Model accuracy (Unoptimized (float32))

Validation set

96.8%

Test set

94.3%

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

Latency

1190 ms.

Peak RAM usage

131.3K

Flash usage

311.6K

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Dataset summary

Data collected

7,298 items

Labels

with_mask, without_mask

Project info

Project ID	160021
Project version	2
License	Apache 2.0
No. of views	43,578
No. of clones	7