better mouth mask
better mouth mask showing and tracking the lips part only.
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@@ -45,6 +45,7 @@ def create_face_mask(face: Face, frame: Frame) -> np.ndarray:
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) # 5% of face width
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# Create a slightly larger convex hull for padding
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face_outline = landmarks[0:33]
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hull = cv2.convexHull(face_outline)
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hull_padded = []
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for point in hull:
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@@ -70,77 +71,30 @@ def create_lower_mouth_mask(
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) -> (np.ndarray, np.ndarray, tuple, np.ndarray):
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mask = np.zeros(frame.shape[:2], dtype=np.uint8)
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mouth_cutout = None
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lower_lip_polygon = None
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mouth_box = (0,0,0,0)
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landmarks = face.landmark_2d_106
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if landmarks is not None:
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# 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
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lower_lip_order = [
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65,
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66,
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62,
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70,
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69,
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18,
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19,
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20,
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21,
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22,
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23,
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24,
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0,
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8,
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7,
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6,
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5,
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4,
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3,
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2,
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65,
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]
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lower_lip_landmarks = landmarks[lower_lip_order].astype(
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np.float32
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) # Use float for precise calculations
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# Use outer mouth landmarks (52-63) to capture the lips only
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lower_lip_order = list(range(52, 64))
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if max(lower_lip_order) >= landmarks.shape[0]:
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return mask, mouth_cutout, mouth_box, lower_lip_polygon
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lower_lip_landmarks = landmarks[lower_lip_order].astype(np.float32)
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# Calculate the center of the landmarks
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center = np.mean(lower_lip_landmarks, axis=0)
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# Expand the landmarks outward using the mouth_mask_size
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# Use a more conservative expansion to avoid affecting face shape
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expansion_factor = (
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1 + modules.globals.mask_down_size * modules.globals.mouth_mask_size
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) # Adjust expansion based on slider
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)
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expanded_landmarks = (lower_lip_landmarks - center) * expansion_factor + center
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# Extend the top lip part
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toplip_indices = [
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20,
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0,
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1,
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2,
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3,
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4,
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5,
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] # Indices for landmarks 2, 65, 66, 62, 70, 69, 18
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toplip_extension = (
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modules.globals.mask_size * modules.globals.mouth_mask_size * 0.5
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) # Adjust extension based on slider
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for idx in toplip_indices:
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direction = expanded_landmarks[idx] - center
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direction = direction / np.linalg.norm(direction)
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expanded_landmarks[idx] += direction * toplip_extension
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# Extend the bottom part (chin area)
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chin_indices = [
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11,
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12,
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13,
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14,
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15,
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16,
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] # Indices for landmarks 21, 22, 23, 24, 0, 8
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chin_extension = 2 * 0.2 # Adjust this factor to control the extension
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for idx in chin_indices:
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expanded_landmarks[idx][1] += (
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expanded_landmarks[idx][1] - center[1]
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) * chin_extension
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# Removed specific top/chin extensions to preserve face shape
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# Convert back to integer coordinates
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expanded_landmarks = expanded_landmarks.astype(np.int32)
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@@ -165,7 +119,9 @@ def create_lower_mouth_mask(
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# Create the mask
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mask_roi = np.zeros((max_y - min_y, max_x - min_x), dtype=np.uint8)
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cv2.fillPoly(mask_roi, [expanded_landmarks - [min_x, min_y]], 255)
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# Shift polygon coordinates relative to the ROI's top-left corner
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polygon_relative_to_roi = expanded_landmarks - [min_x, min_y]
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cv2.fillPoly(mask_roi, [polygon_relative_to_roi], 255)
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# Apply Gaussian blur to soften the mask edges
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mask_roi = cv2.GaussianBlur(mask_roi, (15, 15), 5)
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@@ -178,8 +134,9 @@ def create_lower_mouth_mask(
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# Return the expanded lower lip polygon in original frame coordinates
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lower_lip_polygon = expanded_landmarks
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mouth_box = (min_x, min_y, max_x, max_y)
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return mask, mouth_cutout, (min_x, min_y, max_x, max_y), lower_lip_polygon
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return mask, mouth_cutout, mouth_box, lower_lip_polygon
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def create_eyes_mask(face: Face, frame: Frame) -> (np.ndarray, np.ndarray, tuple, np.ndarray):
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mask = np.zeros(frame.shape[:2], dtype=np.uint8)
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@@ -606,4 +563,4 @@ def draw_mask_visualization(
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1,
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)
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return vis_frame
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return vis_frame
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