Edge Impulse Experts / condition monitoring Public

Target: Cortex-M4F 80MHz Clone this project

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condition monitoring

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Data (92 samples)

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Error.4aph004k

ID: 637967245

Label: Error

Sample length: 2s

no_motion.4amjjire

ID: 637967274

Label: Z_No_Motion

Sample length: 1s

no_motion.4amjcqn1

ID: 637967279

Label: Z_No_Motion

Sample length: 1s

Error.4apgvnof

ID: 637967246

Label: Error

Sample length: 2s

Normal_Motion.4apbt6qv

ID: 637967262

Label: Normal_Motion

Sample length: 1s

no_motion.4amjbuv2

ID: 637967282

Label: Z_No_Motion

Sample length: 1s

Normal_Motion.4apbstqv

ID: 637967264

Label: Normal_Motion

Sample length: 1s

Error.4aph36tt

ID: 637967239

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

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	16,884
No. of clones	11