Pneumonia-Detection-AI / app /image_utils.py
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Update image_utils.py
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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