Supriya Nickam / MangaloreanBirdsEdited Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

MangaloreanBirdsEdited

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (1,500 samples)

View all

Asian_Koel.2a4bsblo

ID: 36541460

Label: Asian_Koel

Sample length: 10s

Asian_Koel.2a4bst5u

ID: 36541322

Label: Asian_Koel

Sample length: 10s

Greater_Coucal.2a4bula2

ID: 36541195

Label: Greater_Coucal

Sample length: 10s

Greater_Coucal.2a4bv9qt

ID: 36541131

Label: Greater_Coucal

Sample length: 10s

Rose-ringed_Parakeet.2a4bh91p

ID: 36541964

Label: Rose-ringed_Parakeet

Sample length: 10s

Asian_Koel.2a4bsg4r

ID: 36541432

Label: Asian_Koel

Sample length: 10s

Asian_Koel.2a4bsdsh

ID: 36541446

Label: Asian_Koel

Sample length: 10s

Asian_Koel.2a4bslig

ID: 36541381

Label: Asian_Koel

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

Clone project

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	25,047
No. of clones	20