Giter Club home page Giter Club logo

Comments (2)

GuillaumeLeclerc avatar GuillaumeLeclerc commented on August 16, 2024

To support additional data types one needs to create a new Field and its corresponding decoder, all the available ones are in the ffcv/fields folder. The only reason FFCV doesn't support video yet is because our lab doesn't regularly work with them. We are happy to integrate pull requests that would add that feature.

Parallelizing with FFCV is generally not an issue. As one can see in https://github.com/libffcv/ffcv/blob/main/ffcv/fields/rgb_image.py#L122 it's just a matter of using the result of Compiler.get_iterator instead of range and marking the code as is_parallel.

A sequence of jpeg would work and I could definitely see it as an option but I'm not sure it's the most space efficient method. Most video codecs leverage the information about the previous image to encode the next to save space.

If you are interested in adding Video support you can join our slack and we can guide you/help you troubleshoot.

from ffcv.

GuillaumeLeclerc avatar GuillaumeLeclerc commented on August 16, 2024

Closing due to inactivity. Feel free to submit a PR if you happen to have implemented it. We unfortunately don't have the bandwidth to add more Fields and will focus on improving FFCV's core

from ffcv.

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.