MJRoBot (Marcelo Rovai) / Blender - Motion Detection Public

Target: Cortex-M4F 80MHz Clone this project

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Blender - Motion Detection

Accelerometer

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Data (56 samples)

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Off.1u3nr26f

ID: 8727481

Label: Off

Sample length: 10s

Low_Water.1u3f0foo

ID: 8727514

Label: Low_Water

Sample length: 10s

Low_Water.1u3nnbur

ID: 8727486

Label: Low_Water

Sample length: 10s

High_Water.1u3f5jfs

ID: 8727503

Label: High_Water

Sample length: 10s

Low_Water.1u3eurti

ID: 8727511

Label: Low_Water

Sample length: 10s

Low_Empty.1u3epi2p

ID: 8727518

Label: Low_Empty

Sample length: 10s

Low_Empty.1u3eqk8g

ID: 8727512

Label: Low_Empty

Sample length: 10s

Off.1u3ecgeo

ID: 8727520

Label: Off

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

82.5%

Test set

64.9%

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

Latency

8 ms.

Peak RAM usage

5.1K

Flash usage

19.5K

Run this model

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Dataset summary

Data collected

9m 20s

Sensors

accX, accY, accZ @ 100Hz

Labels

High_Water, Low_Empty, Low_Water, Off

Project info

Project ID	17968
Project version	1
License	No license attached
No. of views	19,575
No. of clones	15