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Update image_utils.py
Browse files- app/image_utils.py +29 -43
app/image_utils.py
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@@ -2,66 +2,52 @@
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from PIL import Image, ImageDraw, ImageFont
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import numpy as np
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def add_watermark(image_array: np.ndarray, text: str, confidence: float) -> Image.Image:
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"""
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Adds a large, prominent, and highly readable
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"""
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image = Image.fromarray(image_array).convert("
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txt_overlay = Image.new("RGBA", image.size, (255, 255, 255, 0))
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draw = ImageDraw.Draw(txt_overlay)
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# Define watermark properties
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is_pneumonia = (text == "PNEUMONIA")
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# --- FONT FIX: Use a reliable font path for Linux/HF Spaces ---
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font_size = int(image.height / 7) # Large font size
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font_path = "/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf"
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try:
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font = ImageFont.truetype(font_path, font_size)
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except IOError:
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print(f"Font at '{font_path}' not found, falling back to default.")
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font = ImageFont.load_default()
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# Text to draw
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text_to_draw = f"{text}\n{confidence:.1%}"
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# --- POSITIONING: Center the
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try:
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text_height = bottom - top
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except Exception:
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# Position the entire block at the top with a margin
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y_start = image.height * 0.05
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# Draw background box across the full width
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draw.rectangle([0, y_start, image.width, y_start + text_height + 20], fill=box_color)
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# Draw each line of text centered horizontally
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y = y_start + 10
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for i, line in enumerate(text_to_draw.split('\n')):
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try:
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_, _, line_width, _ = draw.textbbox((0,0), line, font=font)
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except Exception:
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line_width = len(line) * font_size / 2 # Fallback
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x = (image.width - line_width) / 2
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# Draw shadow for contrast
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draw.text((x+3, y+3), line, font=font, fill=shadow_color, align="center")
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# Draw main text
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draw.text((x, y), line, font=font, fill=text_color, align="center")
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return
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from PIL import Image, ImageDraw, ImageFont
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import numpy as np
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from pathlib import Path
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def add_watermark(image_array: np.ndarray, text: str, confidence: float) -> Image.Image:
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"""
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Adds a large, prominent, and highly readable text overlay to an image.
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"""
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image = Image.fromarray(image_array).convert("RGB")
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draw = ImageDraw.Draw(image)
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is_pneumonia = (text == "PNEUMONIA")
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text_color = (220, 53, 69) if is_pneumonia else (25, 135, 84) # Solid Red or Green
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shadow_color = (0, 0, 0)
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# --- FONT FIX: Use a bundled font file for reliability ---
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font_size = int(image.height / 6) # Make it very large
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font_path = Path(__file__).parent / "Roboto-Bold.ttf" # Assumes font is in the same 'app' folder
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try:
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font = ImageFont.truetype(str(font_path), font_size)
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except IOError:
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print(f"Font at '{font_path}' not found, falling back to default.")
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font = ImageFont.load_default()
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# Text to draw
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text_to_draw = f"{text}\n{confidence:.1%}"
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# --- POSITIONING: Center the text block ---
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try:
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left, top, right, bottom = draw.textbbox((0, 0), text_to_draw, font=font, align="center")
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text_width = right - left
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text_height = bottom - top
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except Exception:
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# Fallback for older Pillow
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text_width, text_height = draw.textsize(text_to_draw, font=font)
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x = (image.width - text_width) / 2
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y = (image.height - text_height) / 2
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# Draw shadow/outline for contrast
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offset = font_size // 20
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draw.text((x-offset, y-offset), text_to_draw, font=font, fill=shadow_color, align="center")
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draw.text((x+offset, y-offset), text_to_draw, font=font, fill=shadow_color, align="center")
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draw.text((x-offset, y+offset), text_to_draw, font=font, fill=shadow_color, align="center")
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draw.text((x+offset, y+offset), text_to_draw, font=font, fill=shadow_color, align="center")
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# Draw main text
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draw.text((x, y), text_to_draw, font=font, fill=text_color, align="center")
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return image
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