thomas fiancette / AnimalNoiseReco Public

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

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AnimalNoiseReco

Keyword spotting

About this project

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Data (659 samples)

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Kus_109_v2 (36)

ID: 1287390236

Label: Bird

Sample length: 3s

Kus_68

ID: 1287390001

Label: Bird

Sample length: 2s

dog_94

ID: 1287392037

Label: Dog

Sample length: 7s

cat_4

ID: 1287391487

Label: Cat

Sample length: 2s

dog_7

ID: 1287392035

Label: Dog

Sample length: 4s

Kus_109_v2 (11)

ID: 1287390280

Label: Bird

Sample length: 3s

Kus_109_v2 (100)

ID: 1287390268

Label: Bird

Sample length: 1s

inek_75

ID: 1287393890

Label: Cow

Sample length: 4s

Model accuracy (Unoptimized (float32))

Validation set

95.5%

Test set

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

Latency

9 ms.

Peak RAM usage

9.0K

Flash usage

33.3K

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	534296
License	Apache 2.0
No. of views	1,308
No. of clones	3