Anime vs Cartoon Classifier API

A deep learning–powered image classification API that detects whether an image is in Anime or Cartoon style.
Built with TensorFlow/Keras and served via FastAPI. Dockerized and CI-tested with GitHub Actions.

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Install Locally

Virtual environment recommended

pip install -r requirements.txt
uvicorn app.main:app --reload

Once running, open your browser to:

http://127.0.0.1:8000/docs

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🐳 Docker Instructions

# Build the Docker image
docker build -t anime-cartoon-api .

# Run the container
docker run -p 8000:8000 anime-cartoon-api

API will be available at:

http://localhost:8000/docs

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Next Steps

• Add Gradio web UI for live image testing
• Push Docker image to Docker Hub
• Deploy to Hugging Face Spaces or Render