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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5.2rpn5cc7

ID: 77363532

Label: 5

Sample length: 11ms

5.2rpn61ea

ID: 77363208

Label: 5

Sample length: 11ms

7.2rpn2946

ID: 77365054

Label: 7

Sample length: 11ms

4.2rpn7vsj

ID: 77362255

Label: 4

Sample length: 11ms

4.2rpn4lj4

ID: 77363878

Label: 4

Sample length: 11ms

5.2rpn1pph

ID: 77365286

Label: 5

Sample length: 11ms

5.2rpn4u6r

ID: 77363746

Label: 5

Sample length: 11ms

6.2rpn1a1l

ID: 77365544

Label: 6

Sample length: 11ms

Model accuracy (Unoptimized (float32))

Validation set

Test set

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	230,138
No. of clones	25