/Face_to_BMI

This project uses Convoluted Neural Networks to determine Body Mass Index from facial images of humans. It is developed using python.

Primary LanguagePythonMIT LicenseMIT

Face to BMI using CNN

This project uses Convoluted Neural Networks to determine Body Mass Index from facial images of humans. It is developed using python.

Python version should be below Python 3.8

Recommended Version: Python 3.7.8rc1

For acquiring dataset, please send an email to sumit.morey20@vit.edu providing following details:

  1. Name
  2. Affiliation
  3. Email Address
  4. Reason for database download

Creating and Activating a Virtual Environment

Open a folder in your editor and enter the following commands in your terminal:

python -m venv --system-site-packages .\venv

If your are using a Windows machine, run the following command:

Set-ExecutionPolicy -ExecutionPolicy Bypass -Scope Process -Force

Finally, enter the following code in your terminal:

.\venv\Scripts\activate

Installing Required Packages

Run the following code in your terminal:

pip install -r requirements.txt

Generate .pb and .tflite Model

python main.py