cosminovici / pm Public

Target: ESP-WROOM-32 Clone this project

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pm

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Data (731 samples)

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dataset.s684

ID: 1904377382

Label: 82.9245283018868

Sample length: 24h 0m 0s

dataset.s406

ID: 1904376830

Label: 132.069444444444

Sample length: 24h 0m 0s

dataset.s413

ID: 1904376848

Label: 77.5599730458221

Sample length: 24h 0m 0s

dataset.s64

ID: 1904376152

Label: 83.2589098532494

Sample length: 24h 0m 0s

dataset.s68

ID: 1904376156

Label: 29.1307189542484

Sample length: 24h 0m 0s

dataset.s649

ID: 1904377308

Label: 69.8635703918723

Sample length: 24h 0m 0s

dataset.s604

ID: 1904377212

Label: 56.3947750362845

Sample length: 24h 0m 0s

dataset.s122

ID: 1904376250

Label: 40.4122807017544

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

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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	7,240
No. of clones	0