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.s439

ID: 1904376896

Label: 67.3955007256894

Sample length: 24h 0m 0s

dataset.s354

ID: 1904376728

Label: 139.563888888889

Sample length: 24h 0m 0s

dataset.s694

ID: 1904377402

Label: 73.5471698113208

Sample length: 24h 0m 0s

dataset.s472

ID: 1904376962

Label: 51.5195936139332

Sample length: 24h 0m 0s

dataset.s140

ID: 1904376292

Label: 56.0548068283917

Sample length: 24h 0m 0s

dataset.s227

ID: 1904376472

Label: 59.8328840970351

Sample length: 24h 0m 0s

dataset.s717

ID: 1904377448

Label: 83.9315164220825

Sample length: 24h 0m 0s

dataset.s658

ID: 1904377336

Label: 71.4178895877009

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	5,670
No. of clones	0