Sumanth_M_N07 / MPU6500_IMU Public

Target: Arduino UNO Q (Qualcomm QRB2210) 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.

MPU6500_IMU

Audio

arduino_uno_q

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 (60 samples)

View all

Accident.6up7ko5h

ID: 3052059309

Label: Accident

Sample length: 10s

Accident.6up7mdli

ID: 3052059319

Label: Accident

Sample length: 10s

Front_and_Back.6up5gu8j

ID: 3051970464

Label: Front_and_Back

Sample length: 10s

Front_and_Back.6up5n3be

ID: 3051994187

Label: Front_and_Back

Sample length: 10s

Up_and_Down.6v8lggah

ID: 3062445816

Label: Up_and_Down

Sample length: 10s

Up_and_Down.6up7i0f0

ID: 3052053753

Label: Up_and_Down

Sample length: 10s

Right_and_Left.6up5unus

ID: 3052003658

Label: Right_and_Left

Sample length: 10s

Idle.6up5def1

ID: 3051952203

Label: Idle

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

97.0%

Test set

98.5%

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

2 ms.

Flash usage

15.0K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

9m 31s

Sensors

AccX, AccY, AccZ @ 42Hz

Labels

Accident, Front_and_Back, Idle, Right_and_Left, Up_and_Down

Project info

Project ID	1076458
License	3-Clause BSD
No. of views	1,854
No. of clones	0