cosminovici / pm Public

Target: ESP-WROOM-32 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.

pm

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 (731 samples)

View all

dataset.s715

ID: 1904377452

Label: 58.9375907111757

Sample length: 24h 0m 0s

dataset.s164

ID: 1904376352

Label: 42.0175438596491

Sample length: 24h 0m 0s

dataset.s364

ID: 1904376750

Label: 151.336772486773

Sample length: 24h 0m 0s

dataset.s353

ID: 1904376722

Label: 158.936507936508

Sample length: 24h 0m 0s

dataset.s561

ID: 1904377136

Label: 65.622641509434

Sample length: 24h 0m 0s

dataset.s547

ID: 1904377112

Label: 58.5890073831009

Sample length: 24h 0m 0s

dataset.s606

ID: 1904377232

Label: 56.5101596516691

Sample length: 24h 0m 0s

dataset.s98

ID: 1904376212

Label: 105.779166666667

Sample length: 24h 0m 0s

Model accuracy (Unoptimized (float32))

Validation set

Test set

99.3%

On-device performance (ESP-WROOM-32, Quantized (int8))

Latency

2 ms.

Peak RAM usage

1.2K

Flash usage

11.5K

Run this model

On any device

Clone project

Dataset summary

Data collected

17542h 0m 0s

Sensor

AQI @ 0Hz

Labels

11.06 .. 215.48

Project info

Project ID	704867
License	3-Clause BSD
No. of views	1,040
No. of clones	0