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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D09_SA02_R04.csv.2t86n1j4.s2

ID: 80475649

Label: sit

Sample length: 4s

F01_SA10_R01.csv.2sgu86qp.s1

ID: 80475721

Label: fall

Sample length: 4s

F02_SA06_R03.csv.2sgu89sj.s1

ID: 80475729

Label: fall

Sample length: 4s

D07_SA06_R04.csv.2t7rm77n.s2

ID: 80475659

Label: sit

Sample length: 4s

F03_SA09_R04.csv.2sgu854j.s1

ID: 80475703

Label: fall

Sample length: 4s

D01_SA06_R01.csv.2sgu9533.s5

ID: 80475743

Label: walk

Sample length: 4s

D02_SA10_R01.csv.2sgu96j3.s2

ID: 80475809

Label: walk

Sample length: 4s

D01_SA16_R01.csv.2sgu95a2.s5

ID: 80475751

Label: walk

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	11,246
No. of clones	0