Coder Social home page Coder Social logo

Comments (3)

anhquancao avatar anhquancao commented on August 17, 2024

It is the feature dimension of the 3D network. You can take a look at this file.
https://github.com/cv-rits/MonoScene/blob/master/monoscene/models/unet3d_kitti.py#L25

It makes sense that the mIoU drops a little bit as you decrease the feature dimension from 64 to 32

from monoscene.

LittlePotatoChip avatar LittlePotatoChip commented on August 17, 2024

It is the feature dimension of the 3D network. You can take a look at this file. https://github.com/cv-rits/MonoScene/blob/master/monoscene/models/unet3d_kitti.py#L25

Can the batch be reduced?Did a batchsize corresponds to a frame of image?

from monoscene.

anhquancao avatar anhquancao commented on August 17, 2024

Since 1 item can only be fitted in 1 GPU, batch size = number of GPUs. So it's not possible to save memory by reducing batch size.

from monoscene.

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.