ALYYAN commited on
Commit
6515a1e
·
unverified ·
1 Parent(s): cbf6689

Update image_utils.py

Browse files
Files changed (1) hide show
  1. app/image_utils.py +37 -35
app/image_utils.py CHANGED
@@ -6,48 +6,50 @@ from pathlib import Path
6
 
7
  def add_watermark(image_array: np.ndarray, text: str, confidence: float) -> Image.Image:
8
  """
9
- Adds a large, prominent, and highly readable text overlay to an image.
10
  """
11
- image = Image.fromarray(image_array).convert("RGB")
12
- draw = ImageDraw.Draw(image)
 
13
 
14
  is_pneumonia = (text == "PNEUMONIA")
15
- text_color = (220, 53, 69) if is_pneumonia else (25, 135, 84) # Solid Red or Green
16
- shadow_color = (0, 0, 0)
 
17
 
18
  # --- FONT FIX: Use a bundled font file for reliability ---
19
- font_size = int(image.height / 6) # Make it very large
20
- font_path = Path(__file__).parent / "Roboto-Bold.ttf" # Assumes font is in the same 'app' folder
 
 
 
 
 
 
 
21
 
22
- try:
23
- font = ImageFont.truetype(str(font_path), font_size)
24
- except IOError:
25
- print(f"Font at '{font_path}' not found, falling back to default.")
26
- font = ImageFont.load_default()
27
-
28
- # Text to draw
29
  text_to_draw = f"{text}\n{confidence:.1%}"
30
 
31
- # --- POSITIONING: Center the text block ---
32
- try:
33
- left, top, right, bottom = draw.textbbox((0, 0), text_to_draw, font=font, align="center")
34
- text_width = right - left
35
- text_height = bottom - top
36
- except Exception:
37
- # Fallback for older Pillow
38
- text_width, text_height = draw.textsize(text_to_draw, font=font)
39
-
40
- x = (image.width - text_width) / 2
41
- y = (image.height - text_height) / 2
42
-
43
- # Draw shadow/outline for contrast
44
- offset = font_size // 20
45
- draw.text((x-offset, y-offset), text_to_draw, font=font, fill=shadow_color, align="center")
46
- draw.text((x+offset, y-offset), text_to_draw, font=font, fill=shadow_color, align="center")
47
- draw.text((x-offset, y+offset), text_to_draw, font=font, fill=shadow_color, align="center")
48
- draw.text((x+offset, y+offset), text_to_draw, font=font, fill=shadow_color, align="center")
49
 
50
- # Draw main text
51
- draw.text((x, y), text_to_draw, font=font, fill=text_color, align="center")
 
 
 
 
 
 
 
 
 
52
 
53
- return image
 
 
6
 
7
  def add_watermark(image_array: np.ndarray, text: str, confidence: float) -> Image.Image:
8
  """
9
+ Adds a large, prominent, and consistently sized text overlay to an image.
10
  """
11
+ image = Image.fromarray(image_array).convert("RGBA")
12
+ txt_overlay = Image.new("RGBA", image.size, (255, 255, 255, 0))
13
+ draw = ImageDraw.Draw(txt_overlay)
14
 
15
  is_pneumonia = (text == "PNEUMONIA")
16
+ box_color = (220, 53, 69, 210) if is_pneumonia else (25, 135, 84, 210)
17
+ text_color = (255, 255, 255, 255)
18
+ shadow_color = (0, 0, 0, 180)
19
 
20
  # --- FONT FIX: Use a bundled font file for reliability ---
21
+ font_path = Path(__file__).parent / "Roboto-Bold.ttf"
22
+
23
+ # --- SIZING FIX: Make the box a fixed proportion of the image width ---
24
+ box_width = int(image.width * 0.4) # Box will be 40% of the image width
25
+ box_height = int(box_width * 0.4) # Maintain an aspect ratio for the box
26
+
27
+ # Start with a large font size and shrink it until the text fits in the box
28
+ font_size = int(box_height / 2.5)
29
+ font = ImageFont.truetype(str(font_path), font_size)
30
 
 
 
 
 
 
 
 
31
  text_to_draw = f"{text}\n{confidence:.1%}"
32
 
33
+ # Adjust font size until text fits within the box width
34
+ while font.getbbox(text_to_draw, align="center")[2] > box_width * 0.9:
35
+ font_size -= 2
36
+ font = ImageFont.truetype(str(font_path), font_size)
37
+
38
+ # --- POSITIONING: Place box in the top-left corner ---
39
+ box_position = [10, 10, 10 + box_width, 10 + box_height]
40
+ draw.rectangle(box_position, fill=box_color)
 
 
 
 
 
 
 
 
 
 
41
 
42
+ # Center the text within the box
43
+ text_bbox = draw.textbbox((0, 0), text_to_draw, font=font, align="center")
44
+ text_width = text_bbox[2] - text_bbox[0]
45
+ text_height = text_bbox[3] - text_bbox[1]
46
+
47
+ text_x = box_position[0] + (box_width - text_width) / 2
48
+ text_y = box_position[1] + (box_height - text_height) / 2
49
+
50
+ # Draw text with shadow
51
+ draw.text((text_x + 2, text_y + 2), text_to_draw, font=font, fill=shadow_color, align="center")
52
+ draw.text((text_x, text_y), text_to_draw, font=font, fill=text_color, align="center")
53
 
54
+ watermarked_image = Image.alpha_composite(image, txt_overlay)
55
+ return watermarked_image.convert("RGB")