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.s584

ID: 1904377190

Label: 50.0860377358491

Sample length: 24h 0m 0s

dataset.s577

ID: 1904377178

Label: 38.6422222222222

Sample length: 24h 0m 0s

dataset.s30

ID: 1904376072

Label: 72.7368421052632

Sample length: 24h 0m 0s

dataset.s353

ID: 1904376722

Label: 158.936507936508

Sample length: 24h 0m 0s

dataset.s673

ID: 1904377362

Label: 57.7358490566038

Sample length: 24h 0m 0s

dataset.s194

ID: 1904376400

Label: 73.3462264150943

Sample length: 24h 0m 0s

dataset.s302

ID: 1904376632

Label: 77.12

Sample length: 24h 0m 0s

dataset.s232

ID: 1904376480

Label: 53.5193171608266

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 @ 0.0002777777777777778Hz

Labels

11.06 .. 215.48

Project info

Project ID	704867
License	3-Clause BSD
No. of views	3,282
No. of clones	0