Code Monkey home page Code Monkey logo

cifar10.classifer's Introduction

CNN Classifer In Cifar-10

I try to do some classifer experiment in cifar-10. All the network train with the same parameter,training from scratch. I want to know in the same condition which CNN is the best.

TODO

Experiment:

Training Detail

  • training from scratch
  • epoch 100
  • init lr 0.01
  • cosine lr scheduler
  • single GTX 1080
Model train time(min) ACC
VGG16 74m 26s 91.55
ResNet50 XXXXXXXXXXXXXX X
MobileNet XXXXXXXXXXXXXX X
MobileNetV2 XXXXXXXXXXXXXX X
ShuffleNet XXXXXXXXXXXXXX X
ResNeXt50_32x4d XXXXXXXXXXXXXX X

Reference:

https://github.com/kuangliu/pytorch-cifar

cifar10.classifer's People

Contributors

tshzzz avatar

Watchers

James Cloos 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.