PUSH

Dockerfile

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+FROM python:3.8-slim
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+CMD ["python", "api.py"]

api.py

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+from flask import Flask, request, jsonify
+from rapidocr_onnxruntime import RapidOCR
+from PIL import Image
+
+app = Flask(__name__)
+engine = RapidOCR()
+
+@app.route('/ocr', methods=['POST'])
+def process_ocr():
+    if 'image' not in request.files:
+        return jsonify({'error': 'No image file provided'}), 400
+
+    text_results = []
+
+    for img_file in request.files.getlist('image'):
+        img = Image.open(img_file)
+        lebar, tinggi = img.size
+
+        potong_atas = 100
+        area_crop = (0, potong_atas, lebar, tinggi // 3)
+        img_crop = img.crop(area_crop)
+
+        result, _ = engine(img_crop)
+
+        text_array = [item[1] for item in result]
+        text_results.append(text_array)
+
+    return jsonify({'text': text_results})
+
+if __name__ == '__main__':
+    app.run(debug=True, host='127.0.0.1', port=8080)

requirements.txt

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+Flask
+Pillow
+rapidocr-onnxruntime