badman99dev
commited on
Commit
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1540402
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Parent(s):
🚀 Final OCR API with PDF + Image support
Browse files- Dockerfile +18 -0
- app.py +30 -0
- packages.txt +7 -0
- requirements.txt +5 -0
Dockerfile
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FROM python:3.10
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RUN apt-get update && apt-get install -y \
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tesseract-ocr \
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tesseract-ocr-hin \
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poppler-utils \
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libglib2.0-0 \
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libsm6 \
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libxrender1 \
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libxext6
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WORKDIR /app
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COPY . .
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RUN pip install --no-cache-dir -r requirements.txt
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CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
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app.py
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from fastapi import FastAPI, UploadFile, File
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from pdf2image import convert_from_bytes
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import pytesseract
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from PIL import Image
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import io
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app = FastAPI()
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@app.get("/")
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def read_root():
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return {"message": "✅ Hindi OCR API is live!"}
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@app.post("/ocr")
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async def extract_text(file: UploadFile = File(...)):
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content = await file.read()
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if file.filename.endswith(".pdf"):
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images = convert_from_bytes(content, dpi=300) # high quality
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full_text = ""
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for img in images:
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text = pytesseract.image_to_string(img, lang='hin+eng')
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full_text += text + "\n"
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return {"text": full_text.strip()}
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elif file.filename.endswith((".jpg", ".jpeg", ".png")):
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image = Image.open(io.BytesIO(content))
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text = pytesseract.image_to_string(image, lang='hin+eng')
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return {"text": text.strip()}
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return {"error": "❌ Unsupported file format"}
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packages.txt
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tesseract-ocr
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tesseract-ocr-hin
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poppler-utils
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libglib2.0-0
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libsm6
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libxrender1
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libxext6
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requirements.txt
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fastapi
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uvicorn
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pytesseract
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pdf2image
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Pillow
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