Edge Impulse Experts / condition monitoring Public

Target: Cortex-M4F 80MHz Clone this project

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condition monitoring

About this project

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Data (92 samples)

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Normal_Motion.4apbe7l5

ID: 637967268

Label: Normal_Motion

Sample length: 1s

Normal_Motion.4apbv0ml

ID: 637967258

Label: Normal_Motion

Sample length: 2s

Normal_Motion.4apc3d1i

ID: 637967249

Label: Normal_Motion

Sample length: 2s

normal_motion.4akb4h2s

ID: 637967288

Label: Z_No_Motion

Sample length: 3s

Normal_Motion.4apbrjbc

ID: 637967266

Label: Normal_Motion

Sample length: 1s

no_motion.4amjcb5p

ID: 637967281

Label: Z_No_Motion

Sample length: 1s

Error.4aphe8ob

ID: 637967227

Label: Error

Sample length: 1s

no_motion.4amjkqlr

ID: 637967272

Label: Z_No_Motion

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

97.7%

Test set

85.5%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

81 ms.

Peak RAM usage

2.3K

Flash usage

297.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

2m 8s

Sensors

gyrX, gyrY, gyrZ, accX, accY, accZ @ 100Hz

Labels

Error, Normal_Motion, Z_No_Motion

Project info

Project ID	283457
Project version	1
License	Apache 2.0
No. of views	18,586
No. of clones	11