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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Idle.6up57li5

ID: 3051922753

Label: Idle

Sample length: 10s

Up_and_Down.6v8ldi10

ID: 3062444630

Label: Up_and_Down

Sample length: 10s

Front_and_Back.6up5gu8j

ID: 3051970464

Label: Front_and_Back

Sample length: 10s

Accident.6up7mdli

ID: 3052059319

Label: Accident

Sample length: 10s

Up_and_Down.6up64j8n

ID: 3052008101

Label: Up_and_Down

Sample length: 10s

Idle.6up5ctf1

ID: 3051948512

Label: Idle

Sample length: 10s

Accident.6up973bv

ID: 3052101756

Label: Accident

Sample length: 10s

Front_and_Back.6up5l5lf

ID: 3051985392

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	972
No. of clones	0