Code Monkey home page Code Monkey logo

Comments (2)

rayguan97 avatar rayguan97 commented on June 24, 2024

Thank you for your interest!

  1. Correct. If you do not plan to retrain the model using RUGD and RELLIS, no need to run data preprocessing.
  2. Yes. If the angle and the height from the ground are different, you might need to retrain it with your own dataset. We have not explore much its domain adaptation capability, other than doing some navigation testing in our environment. We did notice that the performance is not as good in real-world compared to the results on the dataset, so you should be able to get better results if you build a custom dataset and finetune it.
  3. I don't have an instruction provided, but if you go through the code, it should be straight forward. You can try to put the data in an existing dataset format and copy the code. You may need to adjust the name of the dataset and classes in a few places.

Best,

from ganav-offroad.

ryuchanhoe avatar ryuchanhoe commented on June 24, 2024

Thanks for the reply.
Yeah, I was able to create custom dataset.
I might get back to you as I progress!

from ganav-offroad.

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.