Code Monkey home page Code Monkey logo

ml_danbooru's Introduction

ML-Danbooru: Anime image tags detector

Introduction

An anime image tag detector based on modified ML-Decoder. Model trained with cleaned danbooru2021.

  • Designed a new TResNet-D structure as backbone to enhance the learning of low-level features.
  • Replace the ReLU in backbone with FReLU.
  • Using learnable queries for transformer decoder.

Model Structure

Model-Zoo

https://huggingface.co/7eu7d7/ML-Danbooru

Usage

Download the model and run below command:

python demo.py --data <path to image or directory> --model_name tresnet_d --num_of_groups 32 --ckpt <path to ckpt> --thr 0.7 --image_size 640

Keep the image ratio invariant:

python demo.py --data <path to image or directory> --model_name tresnet_d --num_of_groups 32 --ckpt <path to ckpt> --thr 0.7 --image_size 640 --keep_ratio True

ML_CAFormer

python demo_ca.py --data <path to image or directory> --model_name caformer_m36 --ckpt <path to ckpt> --thr 0.7 --image_size 448

ml_danbooru's People

Contributors

adjointoperator avatar irisrainbowneko avatar

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.