Edge Impulse Experts / condition monitoring Public

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condition monitoring

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Data (92 samples)

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no_motion.4amjcjbe

ID: 637967280

Label: Z_No_Motion

Sample length: 1s

no_motion.4amjfafv

ID: 637967276

Label: Z_No_Motion

Sample length: 1s

Normal_Motion.4apbte43

ID: 637967261

Label: Normal_Motion

Sample length: 1s

Error.4aph881c

ID: 637967228

Label: Error

Sample length: 1s

no_motion.4amjcqn1

ID: 637967279

Label: Z_No_Motion

Sample length: 1s

Normal_Motion.4apbu81o

ID: 637967260

Label: Normal_Motion

Sample length: 2s

Normal_Motion.4apbvqlf

ID: 637967256

Label: Normal_Motion

Sample length: 2s

Error.4aph3h8u

ID: 637967238

Label: Error

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

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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	28,937
No. of clones	13