MJRoBot (Marcelo Rovai) / Blender - Motion Detection Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Blender - Motion Detection

Accelerometer

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (56 samples)

View all

Off.1u3nq8pa

ID: 8727482

Label: Off

Sample length: 10s

High_Water.1u3f3scb

ID: 8727509

Label: High_Water

Sample length: 10s

Low_Empty.1u3eq3qb

ID: 8727515

Label: Low_Empty

Sample length: 10s

Low_Water.1u3nnbur

ID: 8727486

Label: Low_Water

Sample length: 10s

Low_Empty.1u3o5j0c

ID: 8727487

Label: Low_Empty

Sample length: 10s

High_Water.1u3f5jfs

ID: 8727503

Label: High_Water

Sample length: 10s

High_Water.1u3mvven

ID: 8727496

Label: High_Water

Sample length: 10s

Low_Empty.1u3o63l7

ID: 8727491

Label: Low_Empty

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

On any device

Clone project

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	16,538
No. of clones	14