An android application for classification of thermal images of Breast using MobileNet
Dataset is acquired from Database for Mastology Research with Infrared Image(DMR-IR). Dataset contains IR images and thermal maps taken in two protocols:-
- Dynamic Infrared Thermography (DIT)
- Static Infrared Thermography (SIT)
Both protocols contains
- Grayscale image
- Thermal Maps
In this work Thermal maps of both protocols are used. Thermal maps are similar to heat maps, they contain arrays of temperature at a given point in the image.
Experimentation with 13 models was done with fine-tunning. Comparions of the models is given here
Taking size and accuracy into conideration, an android application was made. Screenshots of the Android Application are given below-
