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.s564

ID: 1904377146

Label: 63.8352685050798

Sample length: 24h 0m 0s

dataset.s200

ID: 1904376420

Label: 67.2037735849057

Sample length: 24h 0m 0s

dataset.s66

ID: 1904376150

Label: 93.1398446170921

Sample length: 24h 0m 0s

dataset.s139

ID: 1904376286

Label: 54.9793351302785

Sample length: 24h 0m 0s

dataset.s59

ID: 1904376130

Label: 68.2976939203355

Sample length: 24h 0m 0s

dataset.s486

ID: 1904376990

Label: 35.7521367521368

Sample length: 24h 0m 0s

dataset.s137

ID: 1904376302

Label: 52.737646001797

Sample length: 24h 0m 0s

dataset.s609

ID: 1904377246

Label: 65.05587808418

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	6,896
No. of clones	0