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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D01_SA16_R01.csv.2sgu95a2.s1

ID: 80475756

Label: walk

Sample length: 4s

F03_SA09_R01.csv.2sgu84qp.s1

ID: 80475699

Label: fall

Sample length: 4s

F04_SA09_R02.csv.2sgu85l1.s1

ID: 80475704

Label: fall

Sample length: 4s

D09_SA01_R02.csv.2t86muee.s1

ID: 80475656

Label: sit

Sample length: 4s

D08_SA06_R03.csv.2t7rmbjb.s1

ID: 80475675

Label: sit

Sample length: 4s

F01_SA09_R02.csv.2sgu85jt.s1

ID: 80475706

Label: fall

Sample length: 4s

D01_SA16_R01.csv.2sgu95a2.s9

ID: 80475746

Label: walk

Sample length: 4s

D09_SA02_R04.csv.2t86n1j4.s1

ID: 80475650

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	10,662
No. of clones	0