MJRoBot (Marcelo Rovai) / White Wine Quality Regression Public

Target: Cortex-M4F 80MHz Clone this project

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White Wine Quality Regression

About this project

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Data (4,898 samples)

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7.2rpn2s15

ID: 77364768

Label: 7

Sample length: 11ms

5.2rpn4b9g

ID: 77364037

Label: 5

Sample length: 11ms

6.2rpn7d9f

ID: 77362531

Label: 6

Sample length: 11ms

6.2rpn53n3

ID: 77363662

Label: 6

Sample length: 11ms

6.2rpn602d

ID: 77363230

Label: 6

Sample length: 11ms

5.2rpn30kj

ID: 77364690

Label: 5

Sample length: 11ms

6.2rpn8mmc

ID: 77361895

Label: 6

Sample length: 11ms

6.2rpn6cka

ID: 77363034

Label: 6

Sample length: 11ms

Model accuracy (Unoptimized (float32))

Validation set

Test set

10.6%

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

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

10.6K

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Dataset summary

Data collected

54s

Sensor

wine_sensors @ 1000Hz

Labels

3 .. 9

Project info

Project ID	81068
Project version	1
License	No license attached
No. of views	256,170
No. of clones	27