cosminovici / pm Public

Target: ESP-WROOM-32 Clone this project

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pm

About this project

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Data (731 samples)

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dataset.s374

ID: 1904376770

Label: 55.28730703259

Sample length: 24h 0m 0s

dataset.s672

ID: 1904377358

Label: 24.6831275720164

Sample length: 24h 0m 0s

dataset.s235

ID: 1904376488

Label: 54.6971698113208

Sample length: 24h 0m 0s

dataset.s509

ID: 1904377036

Label: 61.4458420684836

Sample length: 24h 0m 0s

dataset.s385

ID: 1904376788

Label: 66.902641509434

Sample length: 24h 0m 0s

dataset.s197

ID: 1904376412

Label: 52.8707547169811

Sample length: 24h 0m 0s

dataset.s622

ID: 1904377270

Label: 51.6784905660377

Sample length: 24h 0m 0s

dataset.s693

ID: 1904377406

Label: 62.7459568733153

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

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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	1,749
No. of clones	0