Skin Condition Classificaiton by Automatic Image Machine Learning

2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE)(2023)

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摘要
In this paper, we proposed a novel Artificial intelligence (AI) based approach which could classify various images of human skin into appropriate categories based on associated features. The proposed system uses K-nearest neighbor classifiers, a neural network, Naïve Bayes (NB), and Gradient Decent / Ascent Classification to classify the features. In the experiment, the results show an improvement over existing approaches in accuracy. The experimental AI algorithm can achieve 50% accuracy with KNN, 60% with NN, 77% with naïve Bayes and 90% with Gradient Descent method.
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关键词
AI,skin type,RGB,HSV,KNN,NN
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