Giter Club home page Giter Club logo

Comments (6)

ppwwyyxx avatar ppwwyyxx commented on June 12, 2024 1

You need to look at the base configs for each config, e.g. https://github.com/facebookresearch/detectron2/blob/master/configs/Base-RCNN-FPN.yaml.

from detectron2.

xiyinmsu avatar xiyinmsu commented on June 12, 2024

Okay. I see that now. Thank you for your quick reply!

from detectron2.

xiyinmsu avatar xiyinmsu commented on June 12, 2024

Then, is the performance gap mainly coming from the multi-scale training? INPUT.MIN_SIZE_TRAIN: (640, 672, 704, 736, 768, 800)

from detectron2.

ppwwyyxx avatar ppwwyyxx commented on June 12, 2024

the performance gap

I don't know "what" performance gap you mean.

As the model zoo said, https://github.com/facebookresearch/detectron2/tree/master/configs/Detectron1-Comparisons has configs that are closer to Detectron1 settings.

from detectron2.

xiyinmsu avatar xiyinmsu commented on June 12, 2024

Sorry I mean the results in maskrcnn_benchmark repo: https://github.com/facebookresearch/maskrcnn-benchmark/blob/master/MODEL_ZOO.md

Now I see most of the config settings are the same except the INPUT.MIN_SIZE_TRAIN.

from detectron2.

ppwwyyxx avatar ppwwyyxx commented on June 12, 2024

INPUT.MIN_SIZE_TRAIN is also the same as maskrcnn-benchmark in https://github.com/facebookresearch/detectron2/tree/master/configs/Detectron1-Comparisons

As the above link says, the accuracy improvements come from a more correct implementation (such as a correct flip augmentation). The details will be shared later.

from detectron2.

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.