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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F05_SA09_R04.csv.2sgu86f7.s1

ID: 80475719

Label: fall

Sample length: 4s

D01_SA16_R01.csv.2sgu95a2.s10

ID: 80475745

Label: walk

Sample length: 4s

D02_SA09_R01.csv.2sgu96u8.s15

ID: 80475815

Label: walk

Sample length: 4s

D01_SA16_R01.csv.2sgu95a2.s7

ID: 80475754

Label: walk

Sample length: 4s

F01_SA09_R04.csv.2sgu865u.s1

ID: 80475714

Label: fall

Sample length: 4s

D01_SA21_R01.csv.2sgu9688.s9

ID: 80475764

Label: walk

Sample length: 4s

D01_SA21_R01.csv.2sgu9688.s13

ID: 80475758

Label: walk

Sample length: 4s

F01_SA06_R05.csv.2sgu84g6.s1

ID: 80475697

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	9,453
No. of clones	0