Elian Dochev / AnimalRecration Public

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

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AnimalRecration

Keyword spotting

About this project

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Data (659 samples)

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dog_78

ID: 1291867790

Label: Dog

Sample length: 4s

Kus_109_v2 (4)

ID: 1291867992

Label: Bird

Sample length: 4s

Kus_109_v2 (68)

ID: 1291868020

Label: Bird

Sample length: 3s

inek_24

ID: 1291867608

Label: Cow

Sample length: 1s

inek_51

ID: 1291867624

Label: Cow

Sample length: 1s

Kus_31

ID: 1291868064

Label: Bird

Sample length: 2s

dog_178

ID: 1291867724

Label: Dog

Sample length: 10s

Kus_109_v2 (11)

ID: 1291867975

Label: Bird

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

94.9%

Test set

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

Latency

971 ms.

Peak RAM usage

34.1K

Flash usage

48.8K

Run this model

On any device

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Dataset summary

Data collected

49m 21s

Sensor

audio @ 44.1KHz

Labels

Bird, Cat, Cow, Dog, Lion, Sheep

Project info

Project ID	536362
License	Apache 2.0
No. of views	96
No. of clones	3