import os from flask import Flask, render_template, request, send_from_directory from werkzeug.utils import secure_filename from paddleocr import PaddleOCR app = Flask(__name__) # Configuration UPLOAD_FOLDER = 'uploads' app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER os.makedirs(UPLOAD_FOLDER, exist_ok=True) ALLOWED_EXTENSIONS = {'png', 'jpg', 'jpeg', 'gif'} def allowed_file(filename): return '.' in filename and filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS # Initialize OCR model ocr = PaddleOCR(use_angle_cls=True, lang='en') @app.route('/', methods=['GET', 'POST']) def index(): filename = None extracted_text = None if request.method == 'POST': file = request.files.get('image') if not file or file.filename == '' or not allowed_file(file.filename): return render_template('index.html', error="Please upload a valid image file (png/jpg/jpeg/gif).") # Save the uploaded file filename = secure_filename(file.filename) filepath = os.path.join(app.config['UPLOAD_FOLDER'], filename) file.save(filepath) # Run OCR result = ocr.ocr(filepath, cls=True) # Flatten if nested if isinstance(result, list) and len(result) == 1 and isinstance(result[0], list): result = result[0] lines = [line[1][0] for line in result] extracted_text = "\n".join(lines) if lines else "No text detected." return render_template('index.html', filename=filename, extracted_text=extracted_text) @app.route('/uploads/') def uploaded_file(filename): return send_from_directory(app.config['UPLOAD_FOLDER'], filename) if __name__ == '__main__': port = int(os.environ.get('PORT', 5000)) app.run(host='0.0.0.0', port=port)