Chethan Magnan / Empanada Public

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

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Empanada

About this project

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Data (187 samples)

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Null.5fl89t3c

ID: 1531515338

Label: Null

Sample length: 10s

MichaelHold.5fkuenbj

ID: 1531488055

Label: Hold

Sample length: 10s

Null.5fl88077

ID: 1531515333

Label: Null

Sample length: 10s

GregFast.5fkv5rrq

ID: 1531488627

Label: Fast

Sample length: 10s

TeruSlow.5fkuaden

ID: 1531487640

Label: Fast

Sample length: 10s

Slow.5fl0sa8a

ID: 1531489156

Label: Slow

Sample length: 10s

GregSlow.5fkv575e

ID: 1531488626

Label: Slow

Sample length: 10s

Null.5fl89dpd

ID: 1531515337

Label: Null

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

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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	1,036
No. of clones	0