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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House_Crow.29slefgb

ID: 36126566

Label: House_Crow

Sample length: 10s

Rose-ringed_Parakeet.29sldt40

ID: 36126582

Label: Rose-ringed_Parakeet

Sample length: 10s

Purple-rumped_Sunbird.29slge4o

ID: 36126142

Label: Purple-rumped_Sunbird

Sample length: 10s

Purple-rumped_Sunbird.29slgp1a

ID: 36126058

Label: Purple-rumped_Sunbird

Sample length: 10s

Red-whiskered_Bulbul.29slhhn9

ID: 36126003

Label: Red-whiskered_Bulbul

Sample length: 10s

Rose-ringed_Parakeet.29sldjoj

ID: 36126666

Label: Rose-ringed_Parakeet

Sample length: 10s

Purple-rumped_Sunbird.29slg800

ID: 36126185

Label: Purple-rumped_Sunbird

Sample length: 10s

Purple-rumped_Sunbird.29slg1i9

ID: 36126225

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

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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	82,351
No. of clones	11