Manivannan / Shipment monitoring Public

Target: Cortex-M4F 80MHz Clone this project

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Shipment monitoring

Accelerometer

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Data (12 samples)

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Correct position.3e92pauf

ID: 138036010

Label: Correct position

Sample length: 1m 0s

In Correct position - Tilt Back.3e93k6hf

ID: 138036006

Label: In Correct position - Tilt Back

Sample length: 1m 0s

In Correct position - Turn upside down.3e92uh3k

ID: 138036009

Label: In Correct position - Turn upside down

Sample length: 1m 0s

Correct position.3e92n1o9

ID: 138036011

Label: Correct position

Sample length: 1m 0s

In Correct position - Tilt Back.3e93hspk

ID: 138036007

Label: In Correct position - Tilt Back

Sample length: 1m 0s

In Correct position - Tilt front.3e93bv3h

ID: 138036008

Label: In Correct position - Tilt front

Sample length: 1m 0s

In Correct position - Turn upside down.3e9345a1

ID: 138036005

Label: In Correct position - Turn upside down

Sample length: 1m 0s

In Correct position - Tilt front.3e939l8p

ID: 138036004

Label: In Correct position - Tilt front

Sample length: 1m 0s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

2 ms.

Peak RAM usage

7.0K

Flash usage

151.6K

Run this model

On any device

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Dataset summary

Data collected

9m 58s

Sensors

accX, accY, accZ @ 100Hz

Labels

Correct position, In Correct position - Tilt Back, In Correct position - Tilt front, In Correct position - Turn upside down

Project info

Project ID	142224
Project version	1
License	Apache 2.0
No. of views	12,667
No. of clones	2