Flask Boilerplate

Flask Boilerplate to consume a Machine Learning model and classify between dogs and cats by uploading a picture to this application.

Technologies

• Flask
• Bootstrap
• keras
• tensorflow
• pandas
• pillow

Deployment

You can either use virtual environments or Docker containers:

Virtual Environment using Bash

1. Creation of a virtual environments done by executing the command venv
2. Command to activate virtual environment
3. Install dependencies
4. List the libraries installed on your environment
5. Do your work!
6. When you are done, the command to deactivate virtual environment

$ python3 -m venv env/
$ source env/bin/activate
(env) $ pip install -r requirements.txt
(env) $ pip freeze
(env) $ ...
(env) $ deactivate

Docker

Build image with Docker Compose using the Makefile's command:

$ make build

Run the image to start the mongo and web containers:

$ make run

Resources

• https://github.com/MaxHalford/flask-boilerplate