Sawyer / samclane-project-1 Public

Target: Cortex-M4F 80MHz Clone this project

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samclane-project-1

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Data (62 samples)

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Alcohol.3d2ff4k1

ID: 135745487

Label: EthylAlcohol

Sample length: 10s

EthylAlcohol.3d3d47qc

ID: 135745474

Label: EthylAlcohol

Sample length: 1m 40s

EthylAlcohol.3d3arkt1

ID: 135745479

Label: EthylAlcohol

Sample length: 1m 40s

Resin.3d3kbl58

ID: 135745466

Label: Resin

Sample length: 30s

Air.3d2fctd4

ID: 135745490

Label: Air

Sample length: 10s

IsopropylAlcohol.3d4s255h

ID: 135745464

Label: IsopropylAlcohol

Sample length: 30s

IsopropylAlcohol.3d4s50mr

ID: 135745462

Label: IsopropylAlcohol

Sample length: 30s

Air.3d3cvsin

ID: 135745476

Label: EthylAlcohol

Sample length: 1m 40s

Model accuracy (Unoptimized (float32))

Validation set

79.5%

Test set

58.7%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.8K

Flash usage

15.9K

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Dataset summary

Data collected

55m 7s

Sensors

NO2, C2H5OH, VOC, CO @ 15Hz

Labels

Air, EthylAlcohol, IsopropylAlcohol, Resin

Project info

Project ID	65919
Project version	3
License	No license attached
No. of views	9,597
No. of clones	21