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.s235

ID: 1904376488

Label: 54.6971698113208

Sample length: 24h 0m 0s

dataset.s358

ID: 1904376736

Label: 48.3482905982906

Sample length: 24h 0m 0s

dataset.s620

ID: 1904377266

Label: 55.1901886792453

Sample length: 24h 0m 0s

dataset.s726

ID: 1904377462

Label: 53.7183288409704

Sample length: 24h 0m 0s

dataset.s27

ID: 1904376068

Label: 55.2190775681342

Sample length: 24h 0m 0s

dataset.s575

ID: 1904377170

Label: 62.8244462674323

Sample length: 24h 0m 0s

dataset.s18

ID: 1904376030

Label: 74.9433962264151

Sample length: 24h 0m 0s

dataset.s475

ID: 1904376968

Label: 51.1037735849057

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

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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	3,886
No. of clones	0