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.s61

ID: 1904376142

Label: 82.2054507337526

Sample length: 24h 0m 0s

dataset.s236

ID: 1904376490

Label: 50.7839622641509

Sample length: 24h 0m 0s

dataset.s284

ID: 1904376588

Label: 60.6518010291594

Sample length: 24h 0m 0s

dataset.s139

ID: 1904376286

Label: 54.9793351302785

Sample length: 24h 0m 0s

dataset.s199

ID: 1904376416

Label: 49.9861111111111

Sample length: 24h 0m 0s

dataset.s549

ID: 1904377116

Label: 51.627358490566

Sample length: 24h 0m 0s

dataset.s573

ID: 1904377168

Label: 37.4444444444445

Sample length: 24h 0m 0s

dataset.s437

ID: 1904376890

Label: 56.4056603773585

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	3,283
No. of clones	0