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Browse files- Dockerfile +15 -0
- main.py +38 -0
- requirements.txt +0 -0
Dockerfile
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FROM python:3.10-slim
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WORKDIR /app
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RUN apt-get update && apt-get install -y \
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libglib2.0-0 \
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libgl1 \
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&& rm -rf /var/lib/apt/lists/*
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY . .
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CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
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main.py
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from fastapi import FastAPI, UploadFile, File
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from doctr.io import DocumentFile
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from doctr.models import ocr_predictor
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from PIL import Image
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import tempfile
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import io
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import os
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app = FastAPI()
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print("Loading OCR model...")
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model = ocr_predictor(pretrained=True)
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print("OCR ready.")
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@app.get("/")
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def root():
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return {"status": "OCR running"}
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@app.post("/ocr")
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async def ocr_images(file: UploadFile = File(...)):
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try:
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contents = await file.read()
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pil_image = Image.open(io.BytesIO(contents)).convert("RGB")
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with tempfile.NamedTemporaryFile(delete=False, suffix=".jpg") as tmp:
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pil_image.save(tmp.name)
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temp_path = tmp.name
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doc = DocumentFile.from_images([temp_path])
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result = model(doc)
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text = result.render()
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os.remove(temp_path)
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return {"success": True, "text": text}
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except Exception as e:
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return {"success": False, "error": str(e)}
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requirements.txt
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Binary file (128 Bytes). View file
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