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Rename app.py to main.py
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app.py
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from flask import Flask, render_template, request, redirect, url_for
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import cv2
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import pytesseract
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import os
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# Initialize Flask app
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app = Flask(__name__)
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UPLOAD_FOLDER = "static/uploads/"
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app.config["UPLOAD_FOLDER"] = UPLOAD_FOLDER
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# Inform pytesseract where Tesseract is installed
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pytesseract.pytesseract.tesseract_cmd = "/usr/local/bin/tesseract"
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# Ensure upload folder exists
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if not os.path.exists(UPLOAD_FOLDER):
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os.makedirs(UPLOAD_FOLDER)
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# Home route
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@app.route("/", methods=["GET", "POST"])
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def home():
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if request.method == "POST":
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if "image" not in request.files:
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return redirect(request.url)
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file = request.files["image"]
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if file.filename == "":
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return redirect(request.url)
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# Save the uploaded file
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if file:
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filepath = os.path.join(app.config["UPLOAD_FOLDER"], file.filename)
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file.save(filepath)
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return render_template("index.html", image_url=filepath)
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return render_template("index.html")
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# Process image and extract text
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@app.route("/process", methods=["POST"])
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def process_image():
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if "image_path" in request.form:
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image_path = request.form["image_path"]
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img = cv2.imread(image_path)
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# Check if the image was read successfully
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if img is None:
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error_message = "Error: Unable to read the uploaded image. Please upload a valid image."
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return render_template("index.html", error=error_message)
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# Extract text from the image
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extracted_text = pytesseract.image_to_string(img)
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# Pass extracted text to the result template
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return render_template("index.html", image_url=image_path, text=extracted_text)
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# Handle missing form data case
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error_message = "Error: No image path provided for processing. Please upload an image first."
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return render_template("index.html", error=error_message)
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# Run Flask app
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if __name__ == "__main__":
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app.run(debug=True)
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main.py
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from fastapi import FastAPI, File, UploadFile, Form
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from fastapi.responses import HTMLResponse
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from fastapi.staticfiles import StaticFiles
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import cv2
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import pytesseract
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import os
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# Initialize FastAPI app
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app = FastAPI()
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# Define upload folder
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UPLOAD_FOLDER = "static/uploads/"
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if not os.path.exists(UPLOAD_FOLDER):
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os.makedirs(UPLOAD_FOLDER)
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# Inform pytesseract where Tesseract is installed
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pytesseract.pytesseract.tesseract_cmd = "/usr/local/bin/tesseract"
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# Serve static files (images, etc.)
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app.mount("/static", StaticFiles(directory="static"), name="static")
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# Home route
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@app.get("/", response_class=HTMLResponse)
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async def home():
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html_content = """
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Image to Text Converter</title>
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<style>
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body { font-family: Arial, sans-serif; background-color: #000000; color: #333; margin: 0; padding: 0; display: flex; justify-content: center; align-items: center; height: 100vh; }
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.container { text-align: center; background: #fff; padding: 30px; border-radius: 10px; box-shadow: 0px 4px 8px rgba(0, 0, 0, 0.1); width: 90%; max-width: 600px; }
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h1 { font-size: 24px; color: #4CAF50; }
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p { color: #666; }
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.upload-box { margin: 20px auto; padding: 30px; border: 2px dashed #ccc; border-radius: 10px; background-color: #f9f9f9; cursor: pointer; position: relative; }
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.upload-box:hover { background-color: #f4f4f4; }
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.upload-box span { color: #888; font-size: 14px; display: block; }
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.upload-box input[type="file"] { position: absolute; width: 100%; height: 100%; top: 0; left: 0; opacity: 0; cursor: pointer; }
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.process-button { background-color: #4CAF50; color: white; padding: 10px 20px; border: none; border-radius: 5px; cursor: pointer; font-size: 16px; }
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.process-button:hover { background-color: #45a049; }
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.result-box { margin-top: 20px; text-align: left; }
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.result-box img { max-width: 100%; border-radius: 5px; margin-top: 10px; }
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.actions { margin-top: 20px; }
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.actions button { margin: 5px; background-color: #4CAF50; color: white; padding: 8px 16px; border: none; border-radius: 5px; cursor: pointer; font-size: 14px; }
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.actions button:hover { background-color: #45a049; }
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pre { background-color: #f4f4f4; padding: 10px; border-radius: 5px; white-space: pre-wrap; word-wrap: break-word; }
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.error { color: red; font-weight: bold; margin-bottom: 20px; }
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</style>
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</head>
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<body>
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<div class="container">
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<h1>Image to Text Converter</h1>
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<p>Quickly extract text from your uploaded images!</p>
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<form action="/upload_image/" method="POST" enctype="multipart/form-data">
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<div class="upload-box">
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<span>Drag & Drop the Images<br>Or Click to Browse</span>
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<input type="file" name="image" accept="image/*" id="image-file">
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</div>
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<button class="process-button" type="submit">Upload Image</button>
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</form>
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</div>
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</body>
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</html>
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"""
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return HTMLResponse(content=html_content)
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# Upload image route
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@app.post("/upload_image/")
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async def upload_image(image: UploadFile = File(...)):
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file_location = f"{UPLOAD_FOLDER}/{image.filename}"
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with open(file_location, "wb") as file:
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file.write(await image.read())
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return {"image_url": f"/static/uploads/{image.filename}"}
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# Process image and extract text
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@app.post("/process_image/")
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async def process_image(image_path: str = Form(...)):
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img = cv2.imread(image_path)
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if img is None:
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return {"error": "Unable to read the uploaded image. Please upload a valid image."}
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# Extract text from the image
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extracted_text = pytesseract.image_to_string(img)
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return {"extracted_text": extracted_text}
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