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video-bgm-classification's Introduction

Video BGM Classification GUI

How to deploy

Linux is the first-class operating system while deployments on other OSs may be possible.

Our dependencies:

  • Node v12.x or latest active LTS
  • (Windows Only) Visual Studio build tools (for compiling TensorFlow bindings)
  • NPM dependencies; see the dependencies section in package.json
  • Python 3.x
  • Python dependencies; see requirements.txt
  • Git
  • Nginx (optional; for reverse proxying the server)
  • Certbot (optional; for Let's Encrypt certificates)

Here is a deploy script for your convenience.

Install dependencies:

curl -sL https://deb.nodesource.com/setup_12.x | sudo -E bash -
sudo apt install -y software-properties-common
sudo add-apt-repository ppa:certbot/certbot
sudo apt install git nodejs python3 python3-pip ffmpeg libsndfile1-dev screen nginx python-certbot-nginx
git clone https://github.com/Alan-Liang/music-gui.git --depth 1
cd music-gui
npm i
sudo -H pip3 install -r requirements.txt

Get model weights: Get the weights files at the releases page and execute:

tar zxf model.tar.gz

Configure the server:

cp sample.env .env
nano .env

Start the server:

npm start

Configure nginx (optional): write the following content to /etc/nginx/sites-available/default, then run sudo nginx -s reload

server {
	listen 80 default_server;
	listen [::]:80 default_server;
	server_name _;
	location / {
		proxy_pass http://localhost:8080;
	}
}

Configure Certbot (optional):

sudo certbot --nginx -d your.domain.tld
sudo nginx -s reload

All Done!

License

AGPLv3

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