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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F04_SA09_R04.csv.2sgu85sq.s1

ID: 80475705

Label: fall

Sample length: 4s

F03_SA09_R02.csv.2sgu84t0.s1

ID: 80475700

Label: fall

Sample length: 4s

F01_SA10_R04.csv.2sgu88am.s1

ID: 80475728

Label: fall

Sample length: 4s

D07_SA09_R04.csv.2t7rma0r.s2

ID: 80475666

Label: sit

Sample length: 4s

D02_SA06_R01.csv.2sgu96bo.s4

ID: 80475780

Label: walk

Sample length: 4s

D02_SA10_R01.csv.2sgu96j3.s11

ID: 80475800

Label: walk

Sample length: 4s

D02_SA10_R01.csv.2sgu96j3.s4

ID: 80475807

Label: walk

Sample length: 4s

F05_SA09_R01.csv.2sgu86bn.s1

ID: 80475716

Label: fall

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	8,715
No. of clones	0