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_SA10_R01.csv.2sgu96ap.s6

ID: 80475792

Label: walk

Sample length: 4s

D09_SA02_R03.csv.2t86n0ur.s2

ID: 80475646

Label: sit

Sample length: 4s

F01_SA09_R03.csv.2sgu85u7.s1

ID: 80475709

Label: fall

Sample length: 4s

D02_SA06_R01.csv.2sgu96bo.s11

ID: 80475775

Label: walk

Sample length: 4s

D08_SA09_R04.csv.2t7rmcll.s1

ID: 80475688

Label: sit

Sample length: 4s

D02_SA09_R01.csv.2sgu96u8.s14

ID: 80475811

Label: walk

Sample length: 4s

D07_SA09_R02.csv.2t7rm8o0.s2

ID: 80475663

Label: sit

Sample length: 4s

D01_SA16_R01.csv.2sgu95a2.s9

ID: 80475746

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	10,664
No. of clones	0