README.md

metadata

title: Document Classifier API
emoji: 🔬
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 6.12.0
app_file: app.py
pinned: false

Document Classifier API

3-class image classifier that routes page images to the correct downstream pipeline:

• Text Document → OCR Pipeline
• Wound → Wound Care Pipeline
• Clinical/Medical → Clinical LLM

API Usage

from gradio_client import Client

client = Client("bilalEthizo/document-classifier")
result = client.predict(
    image="path/to/image.jpg",
    api_name="/predict"
)
print(result)

Model

• EfficientNet-B0 (4M params)
• Trained on 23,235 images
• 100% test accuracy across all 3 classes