Manivannan / Wearable device for bedridden patients Public

Target: Cortex-M4F 80MHz 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.

Wearable device for bedridden patients

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 (17 samples)

View all

Random Movements.3fq60gfh

ID: 141827711

Label: Random Movements

Sample length: 1m 0s

Random Movements.3fq5s0h7

ID: 141827710

Label: Random Movements

Sample length: 1m 0s

Help.3fq55e9g

ID: 141827719

Label: Help

Sample length: 1m 0s

Water.3fq5ihuc

ID: 141827714

Label: Water

Sample length: 1m 0s

Emergency.3fq5fn9o

ID: 141827715

Label: Emergency

Sample length: 40s

Idle.3fq5moql

ID: 141827709

Label: Idle

Sample length: 20s

Random Movements.3fq641c4

ID: 141827712

Label: Random Movements

Sample length: 1m 0s

Emergency.3fq5ap60

ID: 141827717

Label: Emergency

Sample length: 20s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

96.7%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

43 ms.

Peak RAM usage

5.4K

Flash usage

17.3K

Run this model

On any device

Clone project

Dataset summary

Data collected

12m 20s

Sensors

accX, accY, accZ @ 100Hz

Labels

Emergency, Help, Idle, Random Movements, Water

Project info

Project ID	147925
Project version	1
License	Apache 2.0
No. of views	14,021
No. of clones	12