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.s640

ID: 1904377296

Label: 44.4755555555556

Sample length: 24h 0m 0s

dataset.s197

ID: 1904376412

Label: 52.8707547169811

Sample length: 24h 0m 0s

dataset.s54

ID: 1904376118

Label: 43.5029239766082

Sample length: 24h 0m 0s

dataset.s606

ID: 1904377232

Label: 56.5101596516691

Sample length: 24h 0m 0s

dataset.s642

ID: 1904377302

Label: 56.6690856313498

Sample length: 24h 0m 0s

dataset.s612

ID: 1904377236

Label: 70.8236574746009

Sample length: 24h 0m 0s

dataset.s587

ID: 1904377202

Label: 55.3831640058055

Sample length: 24h 0m 0s

dataset.s222

ID: 1904376470

Label: 42.3677248677249

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	1,748
No. of clones	0