Comments (5)
1、我的项目只花了4天时间,其实做得还比较粗糙。更多是在train和val数据集做训练,没有test。这是不完善的地方。
2、现在的项目是把Segmentation和Classification分开训练的。你所提的,用Segmentation后的数据sample来做Classification,能更好地让Classification模型fit你的Segmentation数据。这是我个人的理解。
from tianchi-medical-lungtumordetect.
谢谢您的回复。想请教一下,(1)test数据集怎么分割出646464的大小,如果随机的话可能分割不到带有肺结节的部位?这是我遇到的困难。(2)您能对3Dtest数据集的检测有什么好的建议或者有推荐别人是怎么去实现的?再次感谢您。
from tianchi-medical-lungtumordetect.
(1)这里放的代码,还没走到test那一步,最近有其它事情了。不过如果按64,64,64遍历所有block,然后stride是32的话,应该可以覆盖到所有。这想我的一个朴素的想法。
(2)我的idea都已经在代码里面了
from tianchi-medical-lungtumordetect.
谢谢
from tianchi-medical-lungtumordetect.
您好,请问您测试该代码的时候,预测图如何,我预测出来的是类似原始图片的灰度图,没办法的到掩码,不知道是什么问题
from tianchi-medical-lungtumordetect.
Related Issues (12)
- 楼主,您好,感谢你的分享,你的分享对我启发很大。现在,我想试着跑一下你代码,请问原始数据我可以在哪里下载? HOT 7
- 为什么drop掉小于12的结节
- dice_coef_loss不下降
- Can't find dataset!!!
- 分类使用resnet,inception,densenet都不收敛,我也加入dropout试了,不收敛。vgg收敛了 HOT 2
- 关于unet分割时的generators中的get_block和get_mask不匹配问题疑问 HOT 1
- 关于预测问题 HOT 1
- 分割数据用于测试的问题
- 你好。请问您在分割时是怎么训练的呢?为什么我的Unet不收敛,精度只有0.8
- 目前也是用的楼主代码,在做可视化,请问楼主是否有可视化的代码,自己写的一些一直没调通,一个月了,不知道为什么,能否参考下您的模型训练后的可视化代码,万分感谢[email protected]
- 本人以跑通并测试unet和vgg,但是效果很差,尤其VGG基本没用
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from tianchi-medical-lungtumordetect.