Git Product home page Git Product logo

gan2000's Introduction

GAN2000

Synthetic images from the most unstandardized internet clinical photographs

img img img img img img

Model Weights

Download - https://doi.org/10.6084/m9.figshare.21507189

256x256 resolution; melanocyticnevus - network-snapshot-000800.pkl

512x512 resolution; melanocyticnevus - network-snapshot-000200.pkl

Result Images

Download - https://doi.org/10.6084/m9.figshare.21507189

256x256 resolution; melanocyticnevus

python gen_images.py --network=network-snapshot-000800.pkl --seeds=0-9999 --outdir=./WHRIA/RESULT/256

512x512 resolution; melanocyticnevus

python gen_images.py --network=network-snapshot-000200.pkl --seeds=0-999 --outdir=./WHRIA/RESULT/512

/DATASET

malignant melanoma - 908 images

melanocytic nevus - 1098 images

all.csv - image source (url) & crop information

python download.py all.csv

/SAMPLES

--seeds=0-99

gan2000's People

Contributors

whria78 avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.