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BirdCNN: Identifying Birds Using Deep Learning

We use the Intel Edison to record bird vocalizations and pass them to a predictive model to identify four bird species from the recordings.

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BirdCNN: Identifying Birds Using Deep Learning

Things used in this project

Hardware components

Intel Edison
Intel Edison
×1
SparkFun Block for Intel® Edison - Base
SparkFun Block for Intel® Edison - Base
×1
VimVip Condenser Microphone
×1
OTG to Micro USB Adapter
×1
Dynamode USB Sound Card (7.1 Channel Sound)
×1

Story

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Schematics

Edison Setup

Code

Dataset

This repository contains a collection of bird sounds of the four species featured in the project. A subset of this data was used to train the model.

BirdCNN

All code with regard to the TensorFlow model: training, testing, and predicting.

Credits

Power

Power

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Ode

Ode

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