GithubHelp home page GithubHelp logo

lucadellalib / tensor-field-networks Goto Github PK

View Code? Open in Web Editor NEW
3.0 3.0 1.0 23 KB

TensorFlow implementation of Tensor Field Networks. Developed and tested on Ubuntu 18.04 LTS

License: Other

Python 96.34% Shell 0.16% C++ 3.49%
classification computer-vision deep-learning point-cloud rotation-equivariance tensor-field-networks tensorflow

tensor-field-networks's People

Contributors

lucadellalib avatar

Stargazers

avatar avatar avatar

Watchers

avatar avatar

Forkers

lyndonlens

tensor-field-networks's Issues

how can i train with modelnet40?

modelnet10 is work!

However, I change train.py like this

NUM_CLASSES = 40
TRAIN_DATASET = dataloader.ModelNetDataloader(root=DATA_PATH, npoints=NUM_POINT, split="train", modelnet10=False, normal_channel=False, batch_size=BATCH_SIZE)
TEST_DATASET = dataloader.ModelNetDataloader(root=DATA_PATH, npoints=NUM_POINT, split="test", modelnet10=False, normal_channel=False, batch_size=BATCH_SIZE)

but loss is diverge :(
so sadddd......

can you let me know setup for modelnet 40?

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.