python-clip-ml-image-description-generator

Python 3 API using OpenAI's CLIP model, generate top 5 image text descriptions

Usage

1. Install dependencies from requirements.txt e.g. pip install -r requirements.txt
2. Start the FastAPI server with fastapi dev main.py, dev indicated running in development mode
3. By default server is exposed on port 8000 e.g. curl 'http://127.0.0.1:8000', there's a Hello World test endpoint an optional name parameter to test 'curl 'http://127.0.0.1:8000/test?name=Lorena''
4. To access docs use http://127.0.0.1:8000/docs
5. To generate description an example curl is provided here:

curl \
  -X POST \
  -H "Content-Type: multipart/form-data" \
  -F "image=@/lorena-selfie.png" \
  http://localhost:8000/description

Want to learn more?

• CLIP Huggable API Docs
• Python example tutorial
• Python example linking images with text