Git Product home page Git Product logo

sinamalakouti / cddmsl Goto Github PK

View Code? Open in Web Editor NEW
6.0 3.0 0.0 13.36 MB

[BMVC2023] This is the official repo for Semi-Supervised Domain Generalization for Object Detection via Language-Guided Feature Alignment (BMVC2023)

License: MIT License

Python 95.34% C++ 0.96% Cuda 3.49% Shell 0.18% CMake 0.03%
bmvc2023 conference-paper domain-adaptation domain-generalization object-detection semi-supervised-learning vision-language-model

cddmsl's Issues

problem about weights loading

Thanks for your great work! But there are still some problems I dont unstand.
There is 'p = self.cfg.MODEL.PRE_TRAINED_RCLIP_PATH' in train_loop.py, so what PRE_TRAINED_RCLIP_PATH is? Does it refers to 'MODEL.WEIGHTS' in faster_rcnn_city.sh?

Questions on the training of v2l.

Very nice work! One question is that, according to the paper, ClipCAP is pre-trained on COCO-captions using frozen RegionCLIP. However, there may exist domain gaps between COCO images and the datasets used in the paper, especially those stylized images. Does the gaps effect the pre-trained ClipCAP? Besides, it would be best to provide the complete configuration and the related code on the the training of ClipCAP with RegionCLIP.

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.