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 (70 samples)

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Accident.6up98rf5

ID: 3052101759

Label: Accident

Sample length: 10s

Accident.6up7okbo

ID: 3052059329

Label: Accident

Sample length: 10s

Right_and_Left.6up602l8

ID: 3052006506

Label: Right_and_Left

Sample length: 10s

Front_and_Back.6up5gu8j

ID: 3051970464

Label: Front_and_Back

Sample length: 10s

Right_and_Left.6up5resd

ID: 3052001479

Label: Right_and_Left

Sample length: 10s

Up_and_Down.6up62r8d

ID: 3052007306

Label: Up_and_Down

Sample length: 10s

Right_and_Left.6up5unus

ID: 3052003658

Label: Right_and_Left

Sample length: 10s

Accident.6up82bbs

ID: 3052060903

Label: Accident

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

94.5%

Test set

88.0%

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

11m 40s

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	8
No. of clones	0