Ngnix flask redis deep learning API

Scalable deep learning model with Ngnix, flask, redis and docker. Here is Documentation

+-------------+       +------------+      +------------------------+     +-----------+
|             |       |            |      |                        |     |           |
|    nginx    +-------+  gunicorn  +------+  flask deep learning   +-----+   redis   |
|             |       |            |      |       API app          |     |           |
+-------------+       +------------+      +------------------------+     +-----------+

Environments setup

1. Please install docker and docker-compose.

Use install_docker.sh

# install docker file
sudo apt remove docker docker-engine docker.io
sudo apt install apt-transport-https ca-certificates curl software-properties-common -y
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
sudo apt-key fingerprint 0EBFCD88

sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable"
sudo apt update
sudo apt install docker-ce -y

# install docker compose
sudo curl -L https://github.com/docker/compose/releases/download/1.21.2/docker-compose-$(uname -s)-$(uname -m) -o /usr/local/bin/docker-compose
sudo chmod +x /usr/local/bin/docker-compose

# install docker as sudo for user so  that we dont have to type sudo before docker
# sudo usermod -aG docker $<<USERNAME>>

2. Run docker-compose

docker-compose up -d

Inspire by

Deep learning in production with Keras, Redis, Flask, and Apache
Github: docker-compose-flask