Aryan Kolhapure / Fall detection_3spec Public

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Fall detection_3spec

Accelerometer

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Data (265 samples)

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D08_SA06_R01.csv.2t7rmavs.s2

ID: 80475668

Label: sit

Sample length: 4s

D09_SA01_R02.csv.2t86muee.s2

ID: 80475638

Label: sit

Sample length: 4s

D02_SA06_R01.csv.2sgu96bo.s3

ID: 80475785

Label: walk

Sample length: 4s

D02_SA10_R01.csv.2sgu96j3.s1

ID: 80475810

Label: walk

Sample length: 4s

F03_SA06_R03.csv.2sgu84mf.s1

ID: 80475695

Label: fall

Sample length: 4s

D07_SA09_R05.csv.2t7rmakn.s1

ID: 80475670

Label: sit

Sample length: 4s

D08_SA06_R03.csv.2t7rmbjb.s1

ID: 80475675

Label: sit

Sample length: 4s

D09_SA02_R03.csv.2t86n0ur.s2

ID: 80475646

Label: sit

Sample length: 4s

Model accuracy (Unoptimized (float32))

Validation set

93.1%

Test set

94.8%

On-device performance (Cortex-M7 216MHz, Quantized (int8))

Latency

246 ms.

Peak RAM usage

80.1K

Flash usage

42.3K

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Dataset summary

Data collected

17m 40s

Sensors

accX, accY, accZ @ 200Hz

Labels

fall, sit, walk

Project info

Project ID	81504
Project version	2
License	No license attached
No. of views	9,856
No. of clones	0