Nick Bild / movement_disorder_detection Public

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movement_disorder_detection

Accelerometer

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Data (113 samples)

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normal_81

ID: 100828039

Label: normal

Sample length: 2s

normal_105

ID: 100828011

Label: normal

Sample length: 2s

normal_37

ID: 100827998

Label: normal

Sample length: 2s

normal_44

ID: 100828006

Label: normal

Sample length: 2s

normal_111

ID: 100828049

Label: normal

Sample length: 2s

normal_74

ID: 100828033

Label: normal

Sample length: 2s

normal_53

ID: 100828018

Label: normal

Sample length: 2s

normal_71

ID: 100828030

Label: normal

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

Test set

84.0%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

5 ms.

Peak RAM usage

4.7K

Flash usage

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Dataset summary

Data collected

3m 46s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

normal

Project info

Project ID	105457
Project version	1
License	No license attached
No. of views	10,876
No. of clones	4