Chethan Magnan / Empanada Public

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

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Empanada

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Data (187 samples)

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Null.5fl84p34

ID: 1531515326

Label: Null

Sample length: 10s

Hold.5fl7titg

ID: 1531515311

Label: Hold

Sample length: 10s

Null.5fl8blps

ID: 1531515342

Label: Null

Sample length: 10s

Null.5fl88fr9

ID: 1531515334

Label: Null

Sample length: 10s

Slow.5fl8pu9d

ID: 1531515370

Label: Slow

Sample length: 10s

Fast.5fmrb1le

ID: 1532824790

Label: Fast

Sample length: 10s

Hold.5fl829g7

ID: 1531515321

Label: Hold

Sample length: 10s

Slow.5fl12ad7

ID: 1531489160

Label: Slow

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

91.7%

Test set

93.4%

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

Latency

1 ms.

Peak RAM usage

1.6K

Flash usage

19.7K

Run this model

On any device

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Dataset summary

Data collected

30m 42s

Sensors

Touch, Temp, Light @ 40Hz

Labels

Fast, Hold, Light, Null, Slow, Temp

Project info

Project ID	571525
License	Apache 2.0
No. of views	1,264
No. of clones	0