🥽 wd-tagger-server

This is the backend service implementation of wd-tagger. It's an industrial-grade application, deployed with FastAPI framework and hosted with PM2.

Quick View

curl -X 'POST' \
  'http://127.0.0.1:5010/upload?general_threshold=0.35&character_threshold=0.85' \
  -H 'accept: application/json' \
  -H 'Content-Type: multipart/form-data' \
  -F 'file=@the_image_for_upload.png;type=image/png'

All Model You Can Use Here: app/values.py

🔧 Config

Use the following commands to copy and edit the environment configuration file:

cp .env.exp .env
nano .env

• Here's how to run the server in your terminal:

pip install pdm
pdm install
pdm run python main.py

• To run in Docker:

docker build --rm -t wd14taggerserver:latest "."
docker run -d -p 5010:5010 wd14taggerserver:latest

Hosting 🚀

These instructions help you start PM2 hosting and set it to automatically restart:

apt install npm
npm install pm2 -g
pip install pdm
pdm install
pm2 start pm2.json
pm2 stop pm2.json
pm2 restart pm2.json

📚 Docs

To view interface documentation and debug, visit the /docs page.

Return Example

{
  "tag_result": "1girl, twintails, hat, long hair, detached sleeves, aqua hair, cigarette, old, skull, smoking, necktie, beard, old man, witch hat, sitting, skirt, very long hair, facial hair, 1boy, bottle, wizard, smoke, table, aqua eyes, holding",
  "sorted_general_strings": "1girl, twintails, hat, long hair, detached sleeves, aqua hair, cigarette, old, skull, smoking, necktie, beard, old man, witch hat, sitting, skirt, very long hair, facial hair, 1boy, bottle, wizard, smoke, table, aqua eyes, holding",
  "rating": {
    "general": 0.43704715371131897,
    "sensitive": 0.5824227333068848,
    "questionable": 0.0014189481735229492,
    "explicit": 0.0003159642219543457
  },
  "character_res": {
    "hatsune miku": 0.9932807683944702
  },
  "general_res": {
    "1girl": 0.9735698699951172,
    "long hair": 0.9188452959060669,
    "skirt": 0.6999160647392273,
    "1boy": 0.5983260869979858,
    "hat": 0.9251259565353394,
    "holding": 0.4740619659423828,
    "very long hair": 0.6469190716743469,
    "sitting": 0.7056105136871338,
    "twintails": 0.9444608688354492,
    "necktie": 0.8174249529838562,
    "detached sleeves": 0.9134520888328552,
    "aqua eyes": 0.5212169885635376,
    "aqua hair": 0.8804699182510376,
    "facial hair": 0.6368286609649658,
    "witch hat": 0.7379000186920166,
    "table": 0.5278599858283997,
    "bottle": 0.5711551308631897,
    "beard": 0.7684704661369324,
    "smoke": 0.5494353771209717,
    "cigarette": 0.8674004077911377,
    "skull": 0.8451370000839233,
    "smoking": 0.8203994631767273,
    "old": 0.8643935322761536,
    "old man": 0.7388820052146912,
    "wizard": 0.5636041164398193
  }
}

Python sdk.py

Acknowledgement 🏅

• FastAPI
• huggingface:SmilingWolf/wd-v1-4-tags