Git Product home page Git Product logo

fcjian / loce Goto Github PK

View Code? Open in Web Editor NEW
55.0 2.0 10.0 7.08 MB

Exploring Classification Equilibrium in Long-Tailed Object Detection, ICCV2021

License: Apache License 2.0

Python 99.90% Shell 0.08% Dockerfile 0.03%
computer-vision object-detection two-stage-detector mask-rcnn long-tail long-tailed-detection classification-equilibrium equilibrium-loss ebl memory-augmented-feature-samling

loce's People

Contributors

fcjian avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

loce's Issues

some questions about loce

Hi author, thank you for your excellent work! I have some questions:

  1. Can MFS be applied to other loss functions, such as EQLv2 and Seesaw Loss, have you done these experiments?
  2. The decoupling training only trains 6 epochs. Will this be too little? Will training more epochs still improve AP?

where is Equilibrium Loss function

Hello super man,

your project capacity is very strong, so that make me complex to find the Equilibrium Loss function.

I am an vegetable chicken, but interested of the scheme about Equilibrium Loss. so can you help me?

thank you !

About classification accuracy

Hello, I'm confused that how you get the curve of classificaiton accuracy per class in inference.
Can you give me some suggestions or share the code?

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.