State of the Art Melanoma Detection Web App

Implementation of state of the art Melanoma Detection Model using PyTorch.

A demo can be found Here

Steps to run the code :

Open your terminal and cd into this directory.
First install the requirements using pip3 install -r requirements.txt
Downloads the weights from Here and place them in the best_models folder.
Type chmod +x start_server.sh to give execution permission to the bash file.
Type ./start_server.sh to start the backend API.
cd into the frontend folder and type npm run start to run the React frontend.

Name		Name	Last commit message	Last commit date
Latest commit History 62 Commits
.github		.github
.ipynb_checkpoints		.ipynb_checkpoints
api		api
best_models		best_models
frontend		frontend
inference		inference
input		input
pytorch-gradual-warmup-lr		pytorch-gradual-warmup-lr
saved_images		saved_images
src		src
tests		tests
.DS_Store		.DS_Store
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
create_folds.py		create_folds.py
datasettesting.csv		datasettesting.csv
environment.yml		environment.yml
requirements.txt		requirements.txt
resize_img.py		resize_img.py
start_server.sh		start_server.sh
testing.ipynb		testing.ipynb

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