Test the tongue is the bio medical image analysis system, where through GMM and K- means clustering, and using shrapening filters in frequancy domain we will analyze what are the diseases that a patient is having. In this project we have taken the dataset of 1000 images tongues and their parts, of Indians. Through these 1000 images we have made our own dataset, comprising of 200 healthy persons and 800 unhealthy persons. The dataset is designed from specific database sources such as PubMed, Healthcare AI.
• Sharpening the image for image enhancement and edge providing, using frequancy domain sharpening filters
• Segmentation of the image using GMM.
• Features extraction
• Feature analysing
• Disease categorising
Flow Chart methodolgy of the application
GMM segmentation, when k=4.
If you like the project and have used the source code anywhere, would love to hear from you at
