Delete overlay.py
Browse files- overlay.py +0 -52
overlay.py
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import cv2
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import numpy as np
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def _read_png_rgba(path):
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png = cv2.imread(path, cv2.IMREAD_UNCHANGED)
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if png is None or png.shape[2] != 4:
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raise ValueError("Hairstyle PNG must be RGBA with transparency.")
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return png
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def auto_align(png_rgba, mask, landmarks=None):
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"""Scale & position the hairstyle PNG to cover the mask area, using landmarks if available."""
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mh, mw = mask.shape[:2]
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ys, xs = np.where(mask > 0)
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if len(xs) == 0 or len(ys) == 0:
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return cv2.resize(png_rgba, (mw, mh))
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x0, x1 = xs.min(), xs.max()
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y0, y1 = ys.min(), ys.max()
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tw, th = int((x1 - x0) * 1.2), int((y1 - y0) * 1.1) # Slightly larger for better coverage
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tw = max(1, min(tw, mw))
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th = max(1, min(th, mh))
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aligned = cv2.resize(png_rgba, (tw, th))
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canvas = np.zeros((mh, mw, 4), dtype=np.uint8)
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# Position: Use landmarks if available, else center on mask
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if landmarks and "forehead_anchor" in landmarks:
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fx, fy = landmarks["forehead_anchor"]
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y = max(0, fy - int(0.8 * th)) # Anchor near forehead, offset up for hair
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x = max(0, fx - int(tw / 2))
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else:
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y = max(0, y0 - int(0.25 * th))
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x = max(0, x0 - int(0.05 * tw))
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y2 = min(mh, y + th)
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x2 = min(mw, x + tw)
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crop_h, crop_w = y2 - y, x2 - x
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canvas[y:y2, x:x2] = aligned[:crop_h, :crop_w]
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return canvas
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def _alpha_blend(base_bgr, overlay_rgba):
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bgr = base_bgr.copy()
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alpha = overlay_rgba[:, :, 3:4] / 255.0
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rgb = overlay_rgba[:, :, :3]
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bgr = (alpha * rgb + (1 - alpha) * bgr).astype(np.uint8)
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return bgr
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def apply_hairstyle(img_bgr, style_path, mask, landmarks=None):
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png = _read_png_rgba(style_path)
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aligned = auto_align(png, mask, landmarks)
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out = _alpha_blend(img_bgr, aligned)
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return out
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