Git Product home page Git Product logo

acnedetection's Introduction

Introduction

The code is implemented based on https://github.com/open-mmlab/mmdetection.

Change

The main change is located in mmdet/models/dense_heads/rpn_head_nwd.py.

Train

./train.sh

Dataset

The dataset AcneSCU could be accessed on：

https://pan.baidu.com/s/1dgu2KOEcfwjTYoWalxdIHA

(Verification code: afia)

Please note that AcneSCU can only be used for non-commercial use. Commercial use is prohibited without the authors' permission.

Citation

If you use any part of this code or dataset in your research, please cite our paper:

@article{zhang2023sa,
  title={SA-RPN: A Spacial Aware Region Proposal Network for Acne Detection},
  author={Zhang, Jianwei and Zhang, Lei and Wang, Junyou and Wei, Xin and Li, Jiaqi and Jiang, Xian and Du, Dan},
  journal={IEEE Journal of Biomedical and Health Informatics},
  year={2023},
  publisher={IEEE}
}

acnedetection's People

Contributors

pingguokiller avatar

Stargazers

I BIBI avatar SK avatar

Watchers

avatar avatar

Forkers

butter2555

acnedetection's Issues

Skin config

Hello, the author. I have a problem that I can't find the skin_config.py. Could you please share that file?

About the training results.

Thanks for sharing the code. These days I tried to train the SARPN model on AcneSCU but I got a very bad result, mAP is only about 0.03.
The commond I used is "python tools/train.py configs/skin/skin_config.py --work_dir ./work_dirs/trainnwd", I want to know if there is something I haven't considered?

Dataset

I will be amazing if you could share the dataset. I mau need to check yours and ACNE04

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.