Spaces:
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feat: add logging
Browse files- src/utils.py +160 -155
src/utils.py
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from PIL import Image, ImageEnhance
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from rembg import remove
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watermark.
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#
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"""
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from PIL import Image, ImageEnhance
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from rembg import remove
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from logger import get_logger
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logger = get_logger("image_utils")
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def load_and_process_image(
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uploaded_file,
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session,
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transparency_mode,
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rgb_color,
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add_watermark=False,
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watermark_file=None,
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wm_opacity=0.15,
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wm_scale=0.33,
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wm_position="bottom-right",
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):
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logger.info(f"Opening image: {uploaded_file.name}")
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input_image = Image.open(uploaded_file)
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# Remove background
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output = remove(input_image, session=session)
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watermark_img = Image.open(watermark_file) if watermark_file else None
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# Handle transparency
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if transparency_mode == "Keep transparent":
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processed = output
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else:
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background = Image.new("RGB", output.size, rgb_color)
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background.paste(output, (0, 0), output)
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processed = background
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# Apply watermark if enabled
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if add_watermark and watermark_img is not None:
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processed = apply_watermark(
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processed, watermark_img, opacity=wm_opacity, scale=wm_scale, position=wm_position
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)
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return input_image, processed
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def apply_watermark0(base_img, watermark_img, opacity=0.15, scale=0.33, position="bottom-right"):
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# Ensure watermark has alpha
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watermark = watermark_img.convert("RGBA")
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# Resize watermark relative to base image width
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base_w, base_h = base_img.size
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new_w = int(base_w * scale)
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aspect_ratio = watermark.height / watermark.width
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new_h = int(new_w * aspect_ratio)
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watermark = watermark.resize((new_w, new_h), Image.LANCZOS)
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# Apply opacity
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alpha = watermark.split()[3]
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alpha = ImageEnhance.Brightness(alpha).enhance(opacity)
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watermark.putalpha(alpha)
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# Determine position
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if position == "bottom-right":
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pos = (base_w - new_w - 10, base_h - new_h - 10)
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elif position == "bottom-left":
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pos = (10, base_h - new_h - 10)
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elif position == "top-right":
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pos = (base_w - new_w - 10, 10)
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else: # top-left
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pos = (10, 10)
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# Composite watermark
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base_img = base_img.convert("RGBA")
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base_img.paste(watermark, pos, watermark)
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return base_img
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def apply_watermark(
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base_img,
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watermark_img,
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opacity=0.15,
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scale=0.33,
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position="bottom-right",
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margin=10,
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):
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"""
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Apply watermark with pure transparency - no color changes.
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Args:
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opacity: 0.0 (fully transparent) to 1.0 (fully opaque)
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"""
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base = base_img.convert("RGBA")
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wm = watermark_img.convert("RGBA")
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# Resize watermark relative to base width
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base_w, base_h = base.size
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new_w = int(base_w * scale)
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aspect = wm.height / wm.width
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new_h = int(new_w * aspect)
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wm = wm.resize((new_w, new_h), Image.LANCZOS)
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# Apply transparency to alpha channel ONLY - colors remain untouched
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r, g, b, a = wm.split()
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# Multiply alpha by opacity (keeps RGB exactly the same)
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a = a.point(lambda p: int(p * opacity))
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wm = Image.merge("RGBA", (r, g, b, a))
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# Position
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if position == "bottom-right":
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pos = (base_w - new_w - margin, base_h - new_h - margin)
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elif position == "bottom-left":
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pos = (margin, base_h - new_h - margin)
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elif position == "top-right":
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pos = (base_w - new_w - margin, margin)
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else: # top-left
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pos = (margin, margin)
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# Composite using alpha_composite for proper blending
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layer = Image.new("RGBA", base.size, (0, 0, 0, 0))
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layer.paste(wm, pos)
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return Image.alpha_composite(base, layer)
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def apply_watermark2(base_img, watermark_img, opacity=0.15, scale=0.33, position="bottom-right"):
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# Ensure base image is RGBA
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base = base_img.convert("RGBA")
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# Ensure watermark is RGBA
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wm = watermark_img.convert("RGBA")
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# Resize watermark relative to base width
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base_w, base_h = base.size
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new_w = int(base_w * scale)
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aspect = wm.height / wm.width
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new_h = int(new_w * aspect)
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wm = wm.resize((new_w, new_h), Image.LANCZOS)
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# Apply opacity WITHOUT altering colors
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# Extract alpha channel
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alpha = wm.split()[3]
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# Adjust brightness of alpha only
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alpha = ImageEnhance.Brightness(alpha).enhance(1 - opacity)
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wm.putalpha(alpha)
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# Determine position
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if position == "bottom-right":
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pos = (base_w - new_w - 10, base_h - new_h - 10)
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elif position == "bottom-left":
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pos = (10, base_h - new_h - 10)
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elif position == "top-right":
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pos = (base_w - new_w - 10, 10)
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else: # top-left
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pos = (10, 10)
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# Composite watermark onto base
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combined = Image.new("RGBA", base.size)
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combined.paste(base, (0, 0))
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combined.paste(wm, pos, wm)
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return combined.convert("RGBA")
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