Sumanth_M_N07 / MPU6500_IMU Public

Target: Arduino UNO Q (Qualcomm QRB2210) Clone this project

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MPU6500_IMU

Audio

arduino_uno_q

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Data (60 samples)

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Accident.6up7mdli

ID: 3052059319

Label: Accident

Sample length: 10s

Right_and_Left.6up5unus

ID: 3052003658

Label: Right_and_Left

Sample length: 10s

Accident.6up97r5h

ID: 3052101757

Label: Accident

Sample length: 10s

Idle.6up58620

ID: 3051925259

Label: Idle

Sample length: 10s

Up_and_Down.6up7g8la

ID: 3052052057

Label: Up_and_Down

Sample length: 10s

Idle.6up5a8s2

ID: 3051935318

Label: Idle

Sample length: 10s

Right_and_Left.6up5s5mk

ID: 3052001559

Label: Right_and_Left

Sample length: 10s

Front_and_Back.6up5mgbr

ID: 3051992030

Label: Front_and_Back

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

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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	1,594
No. of clones	0