farasatkhan / EyeTry-FaceShapeDetection

Flask Server to detect user face shape.

EyeTry-FaceShapeDetection

EyeTry-FaceShapeDetection is part of the EyeTry which detect user face shape based on an image. User upload an image and server returns the face shape of a person.

Requirements

Install the required packages using:

pip install torch torchvision pillow matplotlib numpy scikit-learn

or

pip install -r requirements.txt

Running the App

0. Activating Python Virtual Environment

Scripts\activate

1. Setting the Environment Variables

  set FLASK_APP=main.py
  set FLASK_ENV=development

2. Running the App

    flask run -p port

Endpoints:

method: POST
route: /upload
parameters: file

returns:
{
    "prediction": <face shape>,
    "status": "success"
}

method: GET
route: /test

returns:
{
    "status": "success"
}