skinsight-machine-learning

Machine Learning Model for SkinSight

There are 2 models in this project

• Model Classification (Used)
• Model Detection (Not Implemented yet in server)

How models work

Model Classification

Dataset : https://susanqq.github.io/UTKFace/

This model predict age by face image. Just predict the image and if you want to know it's aging or not by compare between actual age and predicted age range This model have 8 class such as : [0-2, 4-6, 8-13, 15-20, 25-32, 38-43, 48-53, 60-]

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Model Detection

Dataset (annotated Pascal VOC) : https://universe.roboflow.com/phamphong/skin-tybfq/dataset/5

This model detect wrinkle, skinredness, vascular, melasma, darkcircle on face. From this detection with some criteria this model can determine premature aging or not