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.3e2dhsmq

ID: 137391488

Label: seizure

Sample length: 10s

normal.3ch9q314

ID: 137391597

Label: normal

Sample length: 10s

seizure.3chcb0g2

ID: 137391564

Label: seizure

Sample length: 10s

seizure.3e2difr5

ID: 137391491

Label: seizure

Sample length: 10s

seizure.3e2e08pf

ID: 137391473

Label: seizure

Sample length: 10s

seizure.3chcp9qn

ID: 137391537

Label: seizure

Sample length: 10s

normal.3cha201n

ID: 137391592

Label: normal

Sample length: 10s

seizure.3e2dmtk5

ID: 137391486

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

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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	2,451
No. of clones	3