Supriya Nickam / MangaloreBirdsUnedited Public

Target: Cortex-M4F 80MHz Clone this project

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MangaloreBirdsUnedited

Audio

About this project

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Data (1,750 samples)

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Purple-rumped_Sunbird.29slgsst

ID: 36126034

Label: Purple-rumped_Sunbird

Sample length: 10s

Purple-rumped_Sunbird.29slga1c

ID: 36126175

Label: Purple-rumped_Sunbird

Sample length: 10s

Red-whiskered_Bulbul.29sli77v

ID: 36125855

Label: Red-whiskered_Bulbul

Sample length: 10s

Red-whiskered_Bulbul.29sli7f8

ID: 36125851

Label: Red-whiskered_Bulbul

Sample length: 10s

House_Crow.29slel58

ID: 36126507

Label: House_Crow

Sample length: 10s

House_Crow.29slet7d

ID: 36126438

Label: House_Crow

Sample length: 10s

Purple-rumped_Sunbird.29slg62t

ID: 36126197

Label: Purple-rumped_Sunbird

Sample length: 10s

Purple-rumped_Sunbird.29slg68m

ID: 36126196

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	83,487
No. of clones	11