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I FOR YOU: An Intelligent Chatbot System for Skin Cancer Detection Using CNN
I FOR YOU: An Intelligent Chatbot System for Skin Cancer Detection Using CNN
Sneha K
BCA(AI)
Rathinam College Of Arts And Science
Coimbatore,India
kannansneha622@gmail.com
Vivek.P
BCA(AI)
Rathinam College Of Arts And Science
Coimbatore,India
pvsvivek21@gmail.com
Vasanth.M
BCA(AI)
Rathinam College Of Arts And Science
Coimbatore,India
Itsmevasanth65@gmail.com
Abstract
Skin cancer is one of the most common cancer types and leads to hundreds of thousands of yearly deaths worldwide. For the sake of raising people’s serious awareness of skin cancer and providing a convenient way to diagnose skin cancer, this study designs a chatbot to help users figure out the true situation of their skin. In this field, many current studies still cannot achieve high accuracy for skin cancer detection.
The probability of recovery significantly improves with timely detection. Recent advances in deep learning artificial intelligence have led to significant progress in image-based diagnosis.To increase the accuracy, deep learning method convolution neural network (CNN) was used to detect the seven types of tumors, using the HAM1000 dataset. This dataset comprises 10,015 dermatoscopic images The photos were augmented, normalized, and resized during the preprocessing step. Skin lesion photos could be classified using a CNN method based on an aggregate of results obtained after many repetitions.In this model, a chatbot named “I FOR YOU” is created based of NLP and SpaCy.The cmodel created can diagnose seven types of diseases.finally, the results indicated that the model achieves higher accuracy and makes the interaction with the user becomes true.
Keywords: Convolutional Neural Network, Chatbot, Skin Cancer Detection, NLP, SpaCy, Opencv
