Code Monkey home page Code Monkey logo

darknet19-pytorch's Introduction

GIthub使用指北:

1.想将项目拷贝到自己帐号下就fork一下.

2.持续关注项目更新就star一下

3.watch是设置接收邮件提醒的.

Darknet19-pytorch

最近看到很多人在用yolo框架,但对于yolo的darknet特征提取网络却知之甚少.(darknet其实是一种纯C深度学习框架,darknet19是一种卷积分类网络.)

在目标检测任务以及实例分割任务中,vgg是较为常用的特征提取网络.

在imagenet上,darknet可以以更小的内存占用以及更快的计算效率,达到与不逊于VGG16的精确度.


本项目使用pytorch实现darknet19模型,并提供原始的预训练模型供大家使用.

采用了与torchvison中vgg相似的实现方法.

( The implementation method is similar to that of VGG in torchvision. )

在使用时,与调用torchvision.models中模型相似.

(you can use it same as models of the torchvision)

welcome star, fork, watch.


The model structure: image

top-1 top-5
72.9% 91.2%
76.5% 93.3%

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.