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.3chd1vhb

ID: 137391527

Label: seizure

Sample length: 10s

normal.3cha4bmo

ID: 137391588

Label: normal

Sample length: 10s

seizure.3e2dnh2g

ID: 137391483

Label: seizure

Sample length: 10s

seizure.3e2dh43m

ID: 137391492

Label: seizure

Sample length: 10s

seizure.3chco2sa

ID: 137391539

Label: seizure

Sample length: 10s

normal.3cha9ivk

ID: 137391579

Label: normal

Sample length: 10s

seizure.3e2df303

ID: 137391493

Label: seizure

Sample length: 10s

normal.3digssjh

ID: 137391520

Label: normal

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	2,212
No. of clones	3