Thaís / face_mask_detection Public

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

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

face_mask_detection

Images

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (7,298 items)

View all

with_mask_2879

ID: 150942976

Label: with_mask

with_mask_1890

ID: 150943778

Label: with_mask

with_mask_2341

ID: 150943392

Label: with_mask

with_mask_329

ID: 150945089

Label: with_mask

with_mask_3662

ID: 150942308

Label: with_mask

with_mask_1941

ID: 150943730

Label: with_mask

without_mask_97

ID: 150942161

Label: without_mask

without_mask_1492

ID: 150940988

Label: without_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

Run this model

On any device

Clone project

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	42,168
No. of clones	6