Giter VIP home page Giter VIP logo

Comments (1)

irolaina avatar irolaina commented on June 2, 2024

Hi,

The ResNet-50 architecture is slightly modified, only the last layers have to be removed (i.e. average pooling, fully-connected layer and softmax), before plugging in the upsampling part.

net = load(imagenet-resnet-50-dag.mat');
net = dagnn.DagNN.loadobj(net) ;
net.removeLayer('pool5');   
net.removeLayer('prob');   
net.removeLayer('fc1000');

But please note that the architecture in NYU_ResNet-UpProj.mat already includes these changes.
Similarly for AlexNet or VGG-16 one would have to remove all fully connected layers.

from fcrn-depthprediction.

Related Issues (20)

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.