Aryan Kolhapure / Fall detection_3spec Public

Target: Cortex-M7 216MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Fall detection_3spec

Accelerometer

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (265 samples)

View all

D08_SA06_R01.csv.2t7rmavs.s1

ID: 80475672

Label: sit

Sample length: 4s

F04_SA09_R05.csv.2sgu85v7.s1

ID: 80475710

Label: fall

Sample length: 4s

D08_SA06_R01.csv.2t7rmavs.s2

ID: 80475668

Label: sit

Sample length: 4s

D02_SA09_R01.csv.2sgu96u8.s15

ID: 80475815

Label: walk

Sample length: 4s

F01_SA06_R02.csv.2sgu8331.s1

ID: 80475686

Label: fall

Sample length: 4s

D01_SA06_R01.csv.2sgu9533.s1

ID: 80475744

Label: walk

Sample length: 4s

D02_SA06_R01.csv.2sgu96bo.s3

ID: 80475785

Label: walk

Sample length: 4s

D02_SA09_R01.csv.2sgu96u8.s2

ID: 80475825

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

Run this model

Scan QR code or launch in browser

Launch in browser

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	12,721
No. of clones	0