Eduardo Avelar / epimldev Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

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epimldev

Accelerometer

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Data (134 samples)

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seizure.3e2dsdio

ID: 137391476

Label: seizure

Sample length: 10s

normal.3dih24pb

ID: 137391511

Label: normal

Sample length: 10s

normal.3dih1j7m

ID: 137391512

Label: normal

Sample length: 10s

normal.3digumo3

ID: 137391516

Label: normal

Sample length: 10s

seizure.3e2dpdkc

ID: 137391481

Label: seizure

Sample length: 10s

seizure.3chaj7n3

ID: 137391573

Label: seizure

Sample length: 10s

normal.3dih96qo

ID: 137391499

Label: normal

Sample length: 10s

seizure.3e2e3f1u

ID: 137391465

Label: seizure

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

9 ms.

Peak RAM usage

2.4K

Flash usage

48.7K

Run this model

On any device

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Dataset summary

Data collected

22m 20s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

normal, seizure

Project info

Project ID	136514
Project version	2
License	Apache 2.0
No. of views	1,595
No. of clones	3