Supriya Nickam / MangaloreanBirdsEdited Public

Target: Cortex-M4F 80MHz Clone this project

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MangaloreanBirdsEdited

Audio

About this project

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Data (1,500 samples)

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Purple-Rumped_Sunbird.2a4bbagq

ID: 36542270

Label: Purple-Rumped_Sunbird

Sample length: 10s

Asian_Koel.2a4bsqtf

ID: 36541341

Label: Asian_Koel

Sample length: 10s

_noise.2a4brtei

ID: 36541485

Label: _noise

Sample length: 10s

Greater_Coucal.2a4bi5gj

ID: 36541849

Label: Greater_Coucal

Sample length: 10s

_noise.2a4bri5u

ID: 36541533

Label: _noise

Sample length: 10s

Greater_Coucal.2a4buta1

ID: 36541172

Label: Greater_Coucal

Sample length: 10s

Rose-ringed_Parakeet.2a4bgs9v

ID: 36542045

Label: Rose-ringed_Parakeet

Sample length: 10s

Purple-Rumped_Sunbird.2a4bb8sr

ID: 36542280

Label: Purple-Rumped_Sunbird

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

95.3%

Test set

96.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

243 ms.

Peak RAM usage

26.5K

Flash usage

32.6K

Run this model

On any device

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Dataset summary

Data collected

4h 10m 0s

Sensor

audio @ 16KHz

Labels

Asian_Koel, Greater_Coucal, House_Crow, _noise, Purple-Rumped_Sunbird, Rose-ringed_Parakeet

Project info

Project ID	39527
Project version	1
License	No license attached
No. of views	21,189
No. of clones	19