Giter Club home page Giter Club logo

classification_pytorch_proj's Introduction

Classification Project based on Pytorch

这是一份基于Pytorch的分类代码,用于deep-learning、Tensorflow的学习。

相关信息

开始日期:2019.6.9

环境要求

Pytorch1.0+
tensorboardX
yaml
easydict
Some other libraries (find what you miss when running the code. hhhhh~)

实现模型

LeNet
AlexNet
ResNet

数据准备

1.cifar10:
直接运行训练代码即可,可以自行下载解压;
2.easy:
https://pan.baidu.com/s/1rzKT6VvmSmoHEKdPmLMc6Q 提取码cx9a.选择第二题的分类数据集,
在该数据集下新建tranval和test文件夹用于存放训练与测试集;

预训练模型

需要的预训练模型会自动下载在.cache/torch下;

使用方法

实验名在exp_configs文件夹下以文件夹名体现;
模型输出在exp_output,在classification_Tensorflow_Proj路径下新建一个exp_output,
内新建对应的实验名文件夹;
运行方法是先在exp_configs里做好实验配置,再运行指定好的train.py文件。

classification_pytorch_proj's People

Contributors

jiawen-zhu avatar

Stargazers

 avatar

Watchers

James Cloos avatar

Forkers

xcysss

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.