Supriya Nickam / MangaloreBirdsUnedited Public

Target: Cortex-M4F 80MHz Clone this project

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MangaloreBirdsUnedited

Audio

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Data (1,750 samples)

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_noise.29sla8aj

ID: 36127347

Label: _noise

Sample length: 10s

Greater_Coucal.29sljn71

ID: 36125538

Label: Greater_Coucal

Sample length: 10s

_noise.29slaq9r

ID: 36127226

Label: _noise

Sample length: 10s

Purple-rumped_Sunbird.29slge4s

ID: 36126140

Label: Purple-rumped_Sunbird

Sample length: 10s

Asian_Koel.29slcae1

ID: 36126957

Label: Asian_Koel

Sample length: 10s

Greater_Coucal.29slivad

ID: 36125787

Label: Greater_Coucal

Sample length: 10s

Greater_Coucal.29slivai

ID: 36125788

Label: Greater_Coucal

Sample length: 10s

Purple-rumped_Sunbird.29slg5ci

ID: 36126205

Label: Purple-rumped_Sunbird

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

92.5%

Test set

88.5%

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

Latency

270 ms.

Peak RAM usage

37.9K

Flash usage

32.8K

Run this model

On any device

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Dataset summary

Data collected

4h 51m 40s

Sensor

audio @ 16KHz

Labels

Asian_Koel, Greater_Coucal, House_Crow, _noise, Purple-rumped_Sunbird, Red-whiskered_Bulbul, Rose-ringed_Parakeet

Project info

Project ID	38607
Project version	1
License	No license attached
No. of views	71,091
No. of clones	11