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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D07_SA09_R01.csv.2t7rm8ms.s1

ID: 80475662

Label: sit

Sample length: 4s

D02_SA09_R01.csv.2sgu96u8.s11

ID: 80475816

Label: walk

Sample length: 4s

F01_SA06_R04.csv.2sgu841g.s1

ID: 80475689

Label: fall

Sample length: 4s

F01_SA10_R05.csv.2sgu88gv.s1

ID: 80475724

Label: fall

Sample length: 4s

D09_SA01_R04.csv.2t86musv.s1

ID: 80475642

Label: sit

Sample length: 4s

D01_SA10_R01.csv.2sgu96ap.s11

ID: 80475787

Label: walk

Sample length: 4s

D02_SA06_R01.csv.2sgu96bo.s12

ID: 80475774

Label: walk

Sample length: 4s

D01_SA16_R01.csv.2sgu95a2.s12

ID: 80475749

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	9,460
No. of clones	0