Comments (3)
Hi @nooralahzadeh ,
Instead of passing a single snapshot/view of the input and declaring it the model's output, we used TenCrop
to obtain slightly different views of the input and average out the outputs. It can be thought of as something similar to an ensemble where a group of inputs is used to obtain multiple outputs rather than a group of models to obtain multiple outputs. We found this to be better that just using a single view of the input.
from ae-cnn.
Thanks @ekagra-ranjan for reply.
Could you please point where you average out the model outputs regard to one example?
from ae-cnn.
Yes, sure:
AE-CNN/ae-cnn/densenet121/ChexnetTrainer.py
Line 958 in de16e25
from ae-cnn.
Related Issues (5)
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 ae-cnn.