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| # app/image_utils.py | |
| from PIL import Image, ImageDraw, ImageFont | |
| import numpy as np | |
| from pathlib import Path | |
| def add_watermark(image_array: np.ndarray, text: str, confidence: float) -> Image.Image: | |
| """ | |
| Adds a large, prominent, and highly readable text overlay to an image. | |
| """ | |
| image = Image.fromarray(image_array).convert("RGB") | |
| draw = ImageDraw.Draw(image) | |
| is_pneumonia = (text == "PNEUMONIA") | |
| text_color = (220, 53, 69) if is_pneumonia else (25, 135, 84) # Solid Red or Green | |
| shadow_color = (0, 0, 0) | |
| # --- FONT FIX: Use a bundled font file for reliability --- | |
| font_size = int(image.height / 6) # Make it very large | |
| font_path = Path(__file__).parent / "Roboto-Bold.ttf" # Assumes font is in the same 'app' folder | |
| try: | |
| font = ImageFont.truetype(str(font_path), font_size) | |
| except IOError: | |
| print(f"Font at '{font_path}' not found, falling back to default.") | |
| font = ImageFont.load_default() | |
| # Text to draw | |
| text_to_draw = f"{text}\n{confidence:.1%}" | |
| # --- POSITIONING: Center the text block --- | |
| try: | |
| left, top, right, bottom = draw.textbbox((0, 0), text_to_draw, font=font, align="center") | |
| text_width = right - left | |
| text_height = bottom - top | |
| except Exception: | |
| # Fallback for older Pillow | |
| text_width, text_height = draw.textsize(text_to_draw, font=font) | |
| x = (image.width - text_width) / 2 | |
| y = (image.height - text_height) / 2 | |
| # Draw shadow/outline for contrast | |
| offset = font_size // 20 | |
| draw.text((x-offset, y-offset), text_to_draw, font=font, fill=shadow_color, align="center") | |
| draw.text((x+offset, y-offset), text_to_draw, font=font, fill=shadow_color, align="center") | |
| draw.text((x-offset, y+offset), text_to_draw, font=font, fill=shadow_color, align="center") | |
| draw.text((x+offset, y+offset), text_to_draw, font=font, fill=shadow_color, align="center") | |
| # Draw main text | |
| draw.text((x, y), text_to_draw, font=font, fill=text_color, align="center") | |
| return image | |