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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Resin.3d3k03uh

ID: 135745467

Label: Resin

Sample length: 30s

Air.3d2gov03

ID: 135745482

Label: Air

Sample length: 10s

EthylAlcohol.3d3da5j8

ID: 135745473

Label: EthylAlcohol

Sample length: 10s

Air.3d2g4q52

ID: 135745484

Label: Air

Sample length: 10s

Air.3d2g6qti

ID: 135745483

Label: Air

Sample length: 10s

Air.3d51pur8

ID: 135745455

Label: Air

Sample length: 10s

IsopropylAlcohol.3d4s50mr

ID: 135745462

Label: IsopropylAlcohol

Sample length: 30s

EthylAlcohol.3d3avkhp

ID: 135745477

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	7,814
No. of clones	21