BMI estimation from images

Project scope is to estimate the BMI of a person from pictures of the face.

This repository contains a data collection project for using inmate mug photos. This pictures are used to train a deep learning algorithm to obtain the BMI from the image of a person's face

Contents

US County Prison/Jails mugshot and biometric info (weight, height)

• Inmate Data Mining.ipynb
  • class PageParser - base class for page parsers, abstracts beautifulsoup internals and wraps content retrieval
    • class PolkCountyInmatesScraper - scraper for Polk County Inmates
    • class MarionCountyInmatesScraper - scraper for Marion County Correctional Facility Inmate Roster
  • class Person - POJO
  • class Scrapper - converts from scrape result to a Person object
  • class MarionCountyInmatesCrawler - crawler that uses the parser to obtain new leads and to scrape those urls
    • class MarionCountyInmatesLocalDb - sqlite3 wrapper, acts as crawler state
  • class PolkCountyInmatesCrawler - crawler that uses the parser to obtain new leads and to scrape those urls
    • class PolkCountyInmatesLocalDb - sqlite3 wrapper, acts as crawler state
  • class BMILocalDb - sqlite3 and file system wrapper, holds Person objects (including images)
  • class ResponseStream - wrapper for handling image downloads `

A collection of ~4000 images with biometric information are available in the v1.0 release

IMDB

• Untitled.ipynb

  Explores an IMDB dataset containing weight and height of celebrities