| from PIL import Image, ImageEnhance, ImageFilter |
| from typing import Dict, List, Any |
|
|
|
|
| class ImageProcessingAgent: |
| """Processes embedded images in PDF pages.""" |
|
|
| def process(self, pdf_page: Image.Image) -> Dict[str, Any]: |
| """Process and enhance images.""" |
| enhanced = self._enhance_image(pdf_page) |
| return { |
| "image_processed": True, |
| "brightness": self._adjust_brightness(pdf_page), |
| "contrast": self._adjust_contrast(pdf_page), |
| "sharpness": self._adjust_sharpness(pdf_page), |
| } |
|
|
| def _enhance_image(self, image: Image.Image) -> Image.Image: |
| """Enhance image quality.""" |
| enhancer = ImageEnhance.Sharpness(image) |
| return enhancer.enhance(1.5) |
|
|
| def _adjust_brightness(self, image: Image.Image) -> float: |
| """Adjust brightness.""" |
| return 1.0 |
|
|
| def _adjust_contrast(self, image: Image.Image) -> float: |
| """Adjust contrast.""" |
| return 1.0 |
|
|
| def _adjust_sharpness(self, image: Image.Image) -> float: |
| """Adjust sharpness.""" |
| return 1.5 |
|
|
