https://github.com/kahst/birdnet-electron
Electron app for sound file analysis with BirdNET.
https://github.com/kahst/birdnet-electron
bioacoustics birdsong deep-learning electron tensorflowjs
Last synced: 5 months ago
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Electron app for sound file analysis with BirdNET.
- Host: GitHub
- URL: https://github.com/kahst/birdnet-electron
- Owner: kahst
- License: mit
- Created: 2019-12-30T12:07:26.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2022-12-10T13:27:23.000Z (over 3 years ago)
- Last Synced: 2024-01-27T17:36:35.884Z (over 2 years ago)
- Topics: bioacoustics, birdsong, deep-learning, electron, tensorflowjs
- Language: JavaScript
- Size: 162 MB
- Stars: 18
- Watchers: 2
- Forks: 1
- Open Issues: 11
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
This repo is currently under development.
# BirdNET-Electron
Electron app for sound file analysis with BirdNET.
Author: Stefan Kahl
Contact: stefan.kahl@cs.tu-chemnitz.de
Website: https://birdnet.cornell.edu/
Please cite as (PDF coming soon):
```
@phdthesis{kahl2019identifying,
title={{Identifying Birds by Sound: Large-scale Acoustic Event Recognition for Avian Activity Monitoring}},
author={Kahl, Stefan},
year={2019},
school={Chemnitz University of Technology}
}
```
## Application setup
First, clone the project and install all dependencies:
```
git clone https://github.com/kahst/BirdNET-Electron.git
cd BirdNET-Electron
npm install
```
Next, launch the app with:
```
npm start
```
## Development setup
Setting up the project requires Node.js, which we need to install first.
After that, we can initialize the source directory with:
```
npm init
```
Follow the prompt to setup ```package.json```.
Now, we need to install electron with:
```
npm install --save-dev electron
```
BirdNET requires Tensorflow.js which we install with:
```
npm install @tensorflow/tfjs
```
Install Bootstrap and its dependencies:
```
npm install bootstrap
npm install jquery
npm install popper.js
```
This app also needs some additional packages that we have to install.
```
npm install audio-loader
npm install audio-resampler
npm install array-normalize
npm install colormap
```
In order to package the app for stand-alone applications, we need electron-packager:
```
npm install electron-packager --save-dev
```
We can now add the export script in the package.json:
```
"scripts": {
"start": "electron .",
"export": "electron-packager . --out dist --overwrite"
}
```
After that, we can export the app with:
```
npm run export
```