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.4apbs07q

ID: 637967265

Label: Normal_Motion

Sample length: 1s

no_motion.4amjl11l

ID: 637967271

Label: Z_No_Motion

Sample length: 1s

Normal_Motion.4apc3d1i

ID: 637967249

Label: Normal_Motion

Sample length: 2s

no_motion.4amjtonq

ID: 637967269

Label: Z_No_Motion

Sample length: 1s

Normal_Motion.4apbe7l5

ID: 637967268

Label: Normal_Motion

Sample length: 1s

Error.4aph5r2u

ID: 637967236

Label: Error

Sample length: 1s

no_motion.4amjbuv2

ID: 637967282

Label: Z_No_Motion

Sample length: 1s

Normal_Motion.4apc0ku2

ID: 637967255

Label: Normal_Motion

Sample length: 2s

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

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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	18,908
No. of clones	11