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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6.2rpn2nqa

ID: 77364826

Label: 6

Sample length: 11ms

6.2rpn656h

ID: 77363152

Label: 6

Sample length: 11ms

6.2rpn4jru

ID: 77363907

Label: 6

Sample length: 11ms

6.2rpn5mcb

ID: 77363374

Label: 6

Sample length: 11ms

6.2rpn79si

ID: 77362584

Label: 6

Sample length: 11ms

8.2rpn1vkg

ID: 77365201

Label: 8

Sample length: 11ms

6.2rpn5c6c

ID: 77363535

Label: 6

Sample length: 11ms

6.2rpn1bc0

ID: 77365519

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	238,135
No. of clones	26