Git Product home page Git Product logo

building-extraction's Introduction

building-extraction

Remote sensing image building extraction and optimization, using TF2

遥感影像建筑物自动提取,使用Unet模型,框架tensorflow2.0.0

依赖库

tensorflow==2.0.0 numpy==1.18.3 opencv-python==3.4.2.16

文件介绍

images文件夹中有5个子文件夹
src : 原始数据
lab : 原始标签
trains : 数据增强后的数据
labels : 数据增强后的标签
test : 测试图像文件夹
img : 测试图像
label : 测试标签
model 文件夹中存放的是Unet.py unet模型

utils 文件夹中存放的是:
DataPro.py 数据增强代码
diff.py 预测结果与真实标签差异性对比代码
evaluation.py 评价指标代码
SingleArea.py 单张轮廓检测、面积计算代码
SinglePred.py 单张预测代码
results 文件夹中是代码运行过程中保存的各种数据

train.py 是执行程序,在这个文件中可以运行所有的代码。

回到顶部

building-extraction's People

Contributors

mengyangy avatar

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.