Smart India Internal Hackathon 2023

Team:- SIH-2023/13

PROBLEM CODE:- 1344

Dermbot is a Preliminary Dermatology Diagnosis AI tool

Dataset

• https://www.kaggle.com/datasets/shubhamgoel27/dermnet

Models Used

• EfficientNetB3
• ResNet18 Use Saved models using pickle

import pickle
pkl = open("model.pkl","rb")
model = pickle.load(open("model.pkl", "rb"))

Tech

Dermbot uses a number of open source projects to work properly:

• Pytorch
• pandas
• numpy
• matplotlib
• pretrained models from torch vision
• javascript
• reactjs