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.s300

ID: 1904376626

Label: 40.0069444444444

Sample length: 24h 0m 0s

dataset.s320

ID: 1904376670

Label: 64.7690566037736

Sample length: 24h 0m 0s

dataset.s258

ID: 1904376540

Label: 52.7

Sample length: 24h 0m 0s

dataset.s100

ID: 1904376208

Label: 76.9276729559749

Sample length: 24h 0m 0s

dataset.s129

ID: 1904376300

Label: 50.6343216531896

Sample length: 24h 0m 0s

dataset.s214

ID: 1904376456

Label: 56.7142857142857

Sample length: 24h 0m 0s

dataset.s416

ID: 1904376852

Label: 81.0053908355794

Sample length: 24h 0m 0s

dataset.s700

ID: 1904377418

Label: 51.3261455525606

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	3,879
No. of clones	0