Git Product home page Git Product logo

skin_lesion_classifier's Introduction

Skin lesion classification application

Actually an implementation of the ISIC challenge 2018 task 3. The model is trained on HAM10000 dataset.

Hosted on https://lesion.linkedinfo.co

  • [X] try to avoid downloading pre-trained model while 1st time running
  • [X] host trained model on cloud object, to reduce container size
  • [ ] code annotation
  • [X] restrict non-image file upload
  • [X] file size
  • [X] handle post data
  • [ ] more types of image for uploading
  • [ ] try to mount the model as a volume to avoid downloading from storage
  • [ ] return top-k predictions
  • [ ] handle non-recognition
  • [ ] check ONNX or other ways hosting model

skin_lesion_classifier's People

Contributors

ddxgz avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.