Mouth Mask And UI

modules/globals.py

@@ -36,3 +36,8 @@ fp_ui: Dict[str, bool] = {"face_enhancer": False}  # Initialize with default val
 camera_input_combobox = None
 webcam_preview_running = False
 show_fps = False  # Initialize with default value
+mouth_mask = False
+show_mouth_mask_box = False
+mask_down_size = 0.5
+mask_size = 1.0
+mask_feather_ratio = 8

modules/processors/frame/face_swapper.py

@@ -2,35 +2,49 @@ from typing import Any, List
 import cv2
 import insightface
 import threading
-
+import numpy as np
 import modules.globals
 import modules.processors.frame.core
 from modules.core import update_status
 from modules.face_analyser import get_one_face, get_many_faces, default_source_face
 from modules.typing import Face, Frame
-from modules.utilities import conditional_download, resolve_relative_path, is_image, is_video
+from modules.utilities import (
+    conditional_download,
+    resolve_relative_path,
+    is_image,
+    is_video,
+)
 from modules.cluster_analysis import find_closest_centroid
 
 FACE_SWAPPER = None
 THREAD_LOCK = threading.Lock()
-NAME = 'DLC.FACE-SWAPPER'
+NAME = "DLC.FACE-SWAPPER"
 
 
 def pre_check() -> bool:
-    download_directory_path = resolve_relative_path('../models')
+    download_directory_path = resolve_relative_path("../models")
-    conditional_download(download_directory_path, ['https://huggingface.co/hacksider/deep-live-cam/blob/main/inswapper_128_fp16.onnx'])
+    conditional_download(
+        download_directory_path,
+        [
+            "https://huggingface.co/hacksider/deep-live-cam/blob/main/inswapper_128_fp16.onnx"
+        ],
+    )
     return True
 
 
 def pre_start() -> bool:
     if not modules.globals.map_faces and not is_image(modules.globals.source_path):
-        update_status('Select an image for source path.', NAME)
+        update_status("Select an image for source path.", NAME)
         return False
-    elif not modules.globals.map_faces and not get_one_face(cv2.imread(modules.globals.source_path)):
+    elif not modules.globals.map_faces and not get_one_face(
-        update_status('No face in source path detected.', NAME)
+        cv2.imread(modules.globals.source_path)
+    ):
+        update_status("No face in source path detected.", NAME)
         return False
-    if not is_image(modules.globals.target_path) and not is_video(modules.globals.target_path):
+    if not is_image(modules.globals.target_path) and not is_video(
-        update_status('Select an image or video for target path.', NAME)
+        modules.globals.target_path
+    ):
+        update_status("Select an image or video for target path.", NAME)
         return False
     return True
 
@@ -40,13 +54,35 @@ def get_face_swapper() -> Any:
 
     with THREAD_LOCK:
         if FACE_SWAPPER is None:
-            model_path = resolve_relative_path('../models/inswapper_128_fp16.onnx')
+            model_path = resolve_relative_path("../models/inswapper_128_fp16.onnx")
-            FACE_SWAPPER = insightface.model_zoo.get_model(model_path, providers=modules.globals.execution_providers)
+            FACE_SWAPPER = insightface.model_zoo.get_model(
+                model_path, providers=modules.globals.execution_providers
+            )
     return FACE_SWAPPER
 
 
 def swap_face(source_face: Face, target_face: Face, temp_frame: Frame) -> Frame:
-    return get_face_swapper().get(temp_frame, target_face, source_face, paste_back=True)
+    face_swapper = get_face_swapper()
+    swapped_frame = face_swapper.get(
+        temp_frame, target_face, source_face, paste_back=True
+    )
+
+    if modules.globals.mouth_mask:
+        face_mask = create_face_mask(target_face, temp_frame)
+        mouth_mask_data = create_lower_mouth_mask(target_face, temp_frame)
+        mouth_mask, mouth_cutout, mouth_box, lower_lip_polygon = mouth_mask_data
+
+        if mouth_box is not None:
+            swapped_frame = apply_mouth_area(
+                swapped_frame, mouth_cutout, mouth_box, face_mask, lower_lip_polygon
+            )
+
+            if modules.globals.show_mouth_mask_box:
+                swapped_frame = draw_mouth_mask_visualization(
+                    swapped_frame, target_face, mouth_mask_data
+                )
+
+    return swapped_frame
 
 
 def process_frame(source_face: Face, temp_frame: Frame) -> Frame:
@@ -71,34 +107,42 @@ def process_frame_v2(temp_frame: Frame, temp_frame_path: str = "") -> Frame:
         if modules.globals.many_faces:
             source_face = default_source_face()
             for map in modules.globals.souce_target_map:
-                target_face = map['target']['face']
+                target_face = map["target"]["face"]
                 temp_frame = swap_face(source_face, target_face, temp_frame)
 
         elif not modules.globals.many_faces:
             for map in modules.globals.souce_target_map:
                 if "source" in map:
-                    source_face = map['source']['face']
+                    source_face = map["source"]["face"]
-                    target_face = map['target']['face']               
+                    target_face = map["target"]["face"]
                     temp_frame = swap_face(source_face, target_face, temp_frame)
 
     elif is_video(modules.globals.target_path):
         if modules.globals.many_faces:
             source_face = default_source_face()
             for map in modules.globals.souce_target_map:
-                target_frame = [f for f in map['target_faces_in_frame'] if f['location'] == temp_frame_path]
+                target_frame = [
+                    f
+                    for f in map["target_faces_in_frame"]
+                    if f["location"] == temp_frame_path
+                ]
 
                 for frame in target_frame:
-                    for target_face in frame['faces']:
+                    for target_face in frame["faces"]:
                         temp_frame = swap_face(source_face, target_face, temp_frame)
 
         elif not modules.globals.many_faces:
             for map in modules.globals.souce_target_map:
                 if "source" in map:
-                    target_frame = [f for f in map['target_faces_in_frame'] if f['location'] == temp_frame_path]
+                    target_frame = [
-                    source_face = map['source']['face']
+                        f
+                        for f in map["target_faces_in_frame"]
+                        if f["location"] == temp_frame_path
+                    ]
+                    source_face = map["source"]["face"]
 
                     for frame in target_frame:
-                        for target_face in frame['faces']:
+                        for target_face in frame["faces"]:
                             temp_frame = swap_face(source_face, target_face, temp_frame)
     else:
         detected_faces = get_many_faces(temp_frame)
@@ -110,25 +154,46 @@ def process_frame_v2(temp_frame: Frame, temp_frame_path: str = "") -> Frame:
 
         elif not modules.globals.many_faces:
             if detected_faces:
-                if len(detected_faces) <= len(modules.globals.simple_map['target_embeddings']):
+                if len(detected_faces) <= len(
+                    modules.globals.simple_map["target_embeddings"]
+                ):
                     for detected_face in detected_faces:
-                        closest_centroid_index, _ = find_closest_centroid(modules.globals.simple_map['target_embeddings'], detected_face.normed_embedding)
+                        closest_centroid_index, _ = find_closest_centroid(
+                            modules.globals.simple_map["target_embeddings"],
+                            detected_face.normed_embedding,
+                        )
 
-                        temp_frame = swap_face(modules.globals.simple_map['source_faces'][closest_centroid_index], detected_face, temp_frame)
+                        temp_frame = swap_face(
+                            modules.globals.simple_map["source_faces"][
+                                closest_centroid_index
+                            ],
+                            detected_face,
+                            temp_frame,
+                        )
                 else:
                     detected_faces_centroids = []
                     for face in detected_faces:
                         detected_faces_centroids.append(face.normed_embedding)
                     i = 0
-                    for target_embedding in modules.globals.simple_map['target_embeddings']:
+                    for target_embedding in modules.globals.simple_map[
-                        closest_centroid_index, _ = find_closest_centroid(detected_faces_centroids, target_embedding)
+                        "target_embeddings"
+                    ]:
+                        closest_centroid_index, _ = find_closest_centroid(
+                            detected_faces_centroids, target_embedding
+                        )
 
-                        temp_frame = swap_face(modules.globals.simple_map['source_faces'][i], detected_faces[closest_centroid_index], temp_frame)
+                        temp_frame = swap_face(
+                            modules.globals.simple_map["source_faces"][i],
+                            detected_faces[closest_centroid_index],
+                            temp_frame,
+                        )
                         i += 1
     return temp_frame
 
 
-def process_frames(source_path: str, temp_frame_paths: List[str], progress: Any = None) -> None:
+def process_frames(
+    source_path: str, temp_frame_paths: List[str], progress: Any = None
+) -> None:
     if not modules.globals.map_faces:
         source_face = get_one_face(cv2.imread(source_path))
         for temp_frame_path in temp_frame_paths:
@@ -162,7 +227,9 @@ def process_image(source_path: str, target_path: str, output_path: str) -> None:
         cv2.imwrite(output_path, result)
     else:
         if modules.globals.many_faces:
-            update_status('Many faces enabled. Using first source image. Progressing...', NAME)
+            update_status(
+                "Many faces enabled. Using first source image. Progressing...", NAME
+            )
         target_frame = cv2.imread(output_path)
         result = process_frame_v2(target_frame)
         cv2.imwrite(output_path, result)
@@ -170,5 +237,250 @@ def process_image(source_path: str, target_path: str, output_path: str) -> None:
 
 def process_video(source_path: str, temp_frame_paths: List[str]) -> None:
     if modules.globals.map_faces and modules.globals.many_faces:
-        update_status('Many faces enabled. Using first source image. Progressing...', NAME)
+        update_status(
-    modules.processors.frame.core.process_video(source_path, temp_frame_paths, process_frames)
+            "Many faces enabled. Using first source image. Progressing...", NAME
+        )
+    modules.processors.frame.core.process_video(
+        source_path, temp_frame_paths, process_frames
+    )
+
+
+def create_face_mask(face: Face, frame: Frame) -> np.ndarray:
+    mask = np.zeros(frame.shape[:2], dtype=np.uint8)
+    landmarks = face.landmark_2d_106
+    if landmarks is not None:
+        landmarks = landmarks.astype(np.int32)
+
+        right_side_face = landmarks[0:16]
+        left_side_face = landmarks[17:32]
+        right_eye = landmarks[33:42]
+        right_eye_brow = landmarks[43:51]
+        left_eye = landmarks[87:96]
+        left_eye_brow = landmarks[97:105]
+
+        right_eyebrow_top = np.min(right_eye_brow[:, 1])
+        left_eyebrow_top = np.min(left_eye_brow[:, 1])
+        eyebrow_top = min(right_eyebrow_top, left_eyebrow_top)
+
+        face_top = np.min([right_side_face[0, 1], left_side_face[-1, 1]])
+        forehead_height = face_top - eyebrow_top
+        extended_forehead_height = int(forehead_height * 5.0)
+
+        forehead_left = right_side_face[0].copy()
+        forehead_right = left_side_face[-1].copy()
+        forehead_left[1] -= extended_forehead_height
+        forehead_right[1] -= extended_forehead_height
+
+        face_outline = np.vstack(
+            [
+                [forehead_left],
+                right_side_face,
+                left_side_face[::-1],
+                [forehead_right],
+            ]
+        )
+
+        padding = int(np.linalg.norm(right_side_face[0] - left_side_face[-1]) * 0.05)
+
+        hull = cv2.convexHull(face_outline)
+        hull_padded = []
+        for point in hull:
+            x, y = point[0]
+            center = np.mean(face_outline, axis=0)
+            direction = np.array([x, y]) - center
+            direction = direction / np.linalg.norm(direction)
+            padded_point = np.array([x, y]) + direction * padding
+            hull_padded.append(padded_point)
+
+        hull_padded = np.array(hull_padded, dtype=np.int32)
+        cv2.fillConvexPoly(mask, hull_padded, 255)
+        mask = cv2.GaussianBlur(mask, (5, 5), 3)
+
+    return mask
+
+
+def create_lower_mouth_mask(face: Face, frame: Frame) -> tuple:
+    mask = np.zeros(frame.shape[:2], dtype=np.uint8)
+    mouth_cutout = None
+    landmarks = face.landmark_2d_106
+    if landmarks is not None:
+        lower_lip_order = [
+            65,
+            66,
+            62,
+            70,
+            69,
+            18,
+            19,
+            20,
+            21,
+            22,
+            23,
+            24,
+            0,
+            8,
+            7,
+            6,
+            5,
+            4,
+            3,
+            2,
+            65,
+        ]
+        lower_lip_landmarks = landmarks[lower_lip_order].astype(np.float32)
+
+        center = np.mean(lower_lip_landmarks, axis=0)
+        expansion_factor = 1 + modules.globals.mask_down_size
+        expanded_landmarks = (lower_lip_landmarks - center) * expansion_factor + center
+
+        toplip_indices = [20, 0, 1, 2, 3, 4, 5]
+        toplip_extension = modules.globals.mask_size * 0.5
+        for idx in toplip_indices:
+            direction = expanded_landmarks[idx] - center
+            direction = direction / np.linalg.norm(direction)
+            expanded_landmarks[idx] += direction * toplip_extension
+
+        chin_indices = [11, 12, 13, 14, 15, 16]
+        chin_extension = 2 * 0.2
+        for idx in chin_indices:
+            expanded_landmarks[idx][1] += (
+                expanded_landmarks[idx][1] - center[1]
+            ) * chin_extension
+
+        expanded_landmarks = expanded_landmarks.astype(np.int32)
+
+        min_x, min_y = np.min(expanded_landmarks, axis=0)
+        max_x, max_y = np.max(expanded_landmarks, axis=0)
+
+        padding = int((max_x - min_x) * 0.1)
+        min_x = max(0, min_x - padding)
+        min_y = max(0, min_y - padding)
+        max_x = min(frame.shape[1], max_x + padding)
+        max_y = min(frame.shape[0], max_y + padding)
+
+        if max_x <= min_x or max_y <= min_y:
+            if (max_x - min_x) <= 1:
+                max_x = min_x + 1
+            if (max_y - min_y) <= 1:
+                max_y = min_y + 1
+
+        mask_roi = np.zeros((max_y - min_y, max_x - min_x), dtype=np.uint8)
+        cv2.fillPoly(mask_roi, [expanded_landmarks - [min_x, min_y]], 255)
+        mask_roi = cv2.GaussianBlur(mask_roi, (15, 15), 5)
+        mask[min_y:max_y, min_x:max_x] = mask_roi
+        mouth_cutout = frame[min_y:max_y, min_x:max_x].copy()
+
+        return mask, mouth_cutout, (min_x, min_y, max_x, max_y), expanded_landmarks
+
+    return mask, mouth_cutout, None, None
+
+
+def apply_mouth_area(
+    frame: Frame,
+    mouth_cutout: np.ndarray,
+    mouth_box: tuple,
+    face_mask: np.ndarray,
+    mouth_polygon: np.ndarray,
+) -> Frame:
+    min_x, min_y, max_x, max_y = mouth_box
+    box_width = max_x - min_x
+    box_height = max_y - min_y
+
+    if (
+        mouth_cutout is None
+        or box_width is None
+        or box_height is None
+        or face_mask is None
+        or mouth_polygon is None
+    ):
+        return frame
+
+    try:
+        resized_mouth_cutout = cv2.resize(mouth_cutout, (box_width, box_height))
+        roi = frame[min_y:max_y, min_x:max_x]
+
+        if roi.shape != resized_mouth_cutout.shape:
+            resized_mouth_cutout = cv2.resize(
+                resized_mouth_cutout, (roi.shape[1], roi.shape[0])
+            )
+
+        color_corrected_mouth = apply_color_transfer(resized_mouth_cutout, roi)
+
+        polygon_mask = np.zeros(roi.shape[:2], dtype=np.uint8)
+        adjusted_polygon = mouth_polygon - [min_x, min_y]
+        cv2.fillPoly(polygon_mask, [adjusted_polygon], 255)
+
+        feather_amount = min(
+            30,
+            box_width // modules.globals.mask_feather_ratio,
+            box_height // modules.globals.mask_feather_ratio,
+        )
+        feathered_mask = cv2.GaussianBlur(
+            polygon_mask.astype(float), (0, 0), feather_amount
+        )
+        feathered_mask = feathered_mask / feathered_mask.max()
+
+        face_mask_roi = face_mask[min_y:max_y, min_x:max_x]
+        combined_mask = feathered_mask * (face_mask_roi / 255.0)
+
+        combined_mask = combined_mask[:, :, np.newaxis]
+        blended = (
+            color_corrected_mouth * combined_mask + roi * (1 - combined_mask)
+        ).astype(np.uint8)
+
+        face_mask_3channel = (
+            np.repeat(face_mask_roi[:, :, np.newaxis], 3, axis=2) / 255.0
+        )
+        final_blend = blended * face_mask_3channel + roi * (1 - face_mask_3channel)
+
+        frame[min_y:max_y, min_x:max_x] = final_blend.astype(np.uint8)
+    except Exception as e:
+        pass
+
+    return frame
+
+
+def apply_color_transfer(source: np.ndarray, target: np.ndarray) -> np.ndarray:
+    source = cv2.cvtColor(source, cv2.COLOR_BGR2LAB).astype("float32")
+    target = cv2.cvtColor(target, cv2.COLOR_BGR2LAB).astype("float32")
+
+    source_mean, source_std = cv2.meanStdDev(source)
+    target_mean, target_std = cv2.meanStdDev(target)
+
+    source_mean = source_mean.reshape(1, 1, 3)
+    source_std = source_std.reshape(1, 1, 3)
+    target_mean = target_mean.reshape(1, 1, 3)
+    target_std = target_std.reshape(1, 1, 3)
+
+    source = (source - source_mean) * (target_std / source_std) + target_mean
+
+    return cv2.cvtColor(np.clip(source, 0, 255).astype("uint8"), cv2.COLOR_LAB2BGR)
+
+
+def draw_mouth_mask_visualization(
+    frame: Frame, face: Face, mouth_mask_data: tuple
+) -> Frame:
+    landmarks = face.landmark_2d_106
+    if landmarks is not None and mouth_mask_data is not None:
+        mask, mouth_cutout, (min_x, min_y, max_x, max_y), lower_lip_polygon = (
+            mouth_mask_data
+        )
+
+        vis_frame = frame.copy()
+
+        # Draw the lower lip polygon
+        cv2.polylines(vis_frame, [lower_lip_polygon], True, (0, 255, 0), 2)
+
+        # Add labels
+        cv2.putText(
+            vis_frame,
+            "Lower Mouth Mask",
+            (min_x, min_y - 10),
+            cv2.FONT_HERSHEY_SIMPLEX,
+            0.5,
+            (255, 255, 255),
+            1,
+        )
+
+        return vis_frame
+    return frame

modules/ui.py

@@ -215,6 +215,10 @@ def save_switch_states():
         "live_resizable": modules.globals.live_resizable,
         "fp_ui": modules.globals.fp_ui,
         "show_fps": modules.globals.show_fps,
+        "mouth_mask": modules.globals.mouth_mask,
+        "show_mouth_mask_box": modules.globals.show_mouth_mask_box,
+        "mask_down_size": modules.globals.mask_down_size,
+        "mask_feather_ratio": modules.globals.mask_feather_ratio,
     }
     with open("switch_states.json", "w") as f:
         json.dump(switch_states, f)
@@ -230,13 +234,17 @@ def load_switch_states():
         modules.globals.many_faces = switch_states.get("many_faces", False)
         modules.globals.map_faces = switch_states.get("map_faces", False)
         modules.globals.color_correction = switch_states.get("color_correction", False)
-        modules.globals.nsfw_filter = switch_states.get(
+        modules.globals.nsfw_filter = switch_states.get("nsfw_filter", False)
-            "nsfw_filter", False
-        )  # Add this line
         modules.globals.live_mirror = switch_states.get("live_mirror", False)
         modules.globals.live_resizable = switch_states.get("live_resizable", False)
         modules.globals.fp_ui = switch_states.get("fp_ui", {"face_enhancer": False})
         modules.globals.show_fps = switch_states.get("show_fps", False)
+        modules.globals.mouth_mask = switch_states.get("mouth_mask", False)
+        modules.globals.show_mouth_mask_box = switch_states.get(
+            "show_mouth_mask_box", False
+        )
+        modules.globals.mask_down_size = switch_states.get("mask_down_size", 0.5)
+        modules.globals.mask_feather_ratio = switch_states.get("mask_feather_ratio", 8)
     except FileNotFoundError:
         # If the file doesn't exist, use default values
         pass
@@ -268,7 +276,7 @@ def create_root(
     root.configure(bg="#1a1a1a")
     root.protocol("WM_DELETE_WINDOW", lambda: destroy())
     root.resizable(True, True)
-    root.attributes("-alpha", 1.0)  # Set window opacity to fully opaque
+    root.attributes("-alpha", 1.0)
 
     main_frame = ctk.CTkFrame(root, fg_color="#1a1a1a")
     main_frame.pack(fill="both", expand=True, padx=20, pady=20)
@@ -331,19 +339,23 @@ def create_root(
     options_frame = ctk.CTkFrame(main_frame, fg_color="#2a2d2e", corner_radius=15)
     options_frame.grid(row=1, column=0, columnspan=3, padx=10, pady=10, sticky="nsew")
 
-    # Create a single column for options, centered
+    # Create two columns for options
-    options_column = ctk.CTkFrame(options_frame, fg_color="#2a2d2e")
+    left_column = ctk.CTkFrame(options_frame, fg_color="#2a2d2e")
-    options_column.pack(expand=True)
+    left_column.pack(side="left", padx=20, expand=True)
 
-    # Switches
+    right_column = ctk.CTkFrame(options_frame, fg_color="#2a2d2e")
+    right_column.pack(side="right", padx=20, expand=True)
+
+    # Left column controls
     keep_fps_value = ctk.BooleanVar(value=modules.globals.keep_fps)
     keep_fps_checkbox = ctk.CTkSwitch(
-        options_column,
+        left_column,
         text="Keep fps",
         variable=keep_fps_value,
         cursor="hand2",
-        command=lambda: setattr(
+        command=lambda: (
-            modules.globals, "keep_fps", not modules.globals.keep_fps
+            setattr(modules.globals, "keep_fps", keep_fps_value.get()),
+            save_switch_states(),
         ),
         progress_color="#3a7ebf",
         font=("Roboto", 14, "bold"),
@@ -352,12 +364,13 @@ def create_root(
 
     keep_frames_value = ctk.BooleanVar(value=modules.globals.keep_frames)
     keep_frames_switch = ctk.CTkSwitch(
-        options_column,
+        left_column,
         text="Keep frames",
         variable=keep_frames_value,
         cursor="hand2",
-        command=lambda: setattr(
+        command=lambda: (
-            modules.globals, "keep_frames", keep_frames_value.get()
+            setattr(modules.globals, "keep_frames", keep_frames_value.get()),
+            save_switch_states(),
         ),
         progress_color="#3a7ebf",
         font=("Roboto", 14, "bold"),
@@ -366,11 +379,14 @@ def create_root(
 
     enhancer_value = ctk.BooleanVar(value=modules.globals.fp_ui["face_enhancer"])
     enhancer_switch = ctk.CTkSwitch(
-        options_column,
+        left_column,
         text="Face Enhancer",
         variable=enhancer_value,
         cursor="hand2",
-        command=lambda: update_tumbler("face_enhancer", enhancer_value.get()),
+        command=lambda: (
+            update_tumbler("face_enhancer", enhancer_value.get()),
+            save_switch_states(),
+        ),
         progress_color="#3a7ebf",
         font=("Roboto", 14, "bold"),
     )
@@ -378,11 +394,14 @@ def create_root(
 
     keep_audio_value = ctk.BooleanVar(value=modules.globals.keep_audio)
     keep_audio_switch = ctk.CTkSwitch(
-        options_column,
+        left_column,
         text="Keep audio",
         variable=keep_audio_value,
         cursor="hand2",
-        command=lambda: setattr(modules.globals, "keep_audio", keep_audio_value.get()),
+        command=lambda: (
+            setattr(modules.globals, "keep_audio", keep_audio_value.get()),
+            save_switch_states(),
+        ),
         progress_color="#3a7ebf",
         font=("Roboto", 14, "bold"),
     )
@@ -390,24 +409,47 @@ def create_root(
 
     many_faces_value = ctk.BooleanVar(value=modules.globals.many_faces)
     many_faces_switch = ctk.CTkSwitch(
-        options_column,
+        left_column,
         text="Many faces",
         variable=many_faces_value,
         cursor="hand2",
-        command=lambda: setattr(modules.globals, "many_faces", many_faces_value.get()),
+        command=lambda: (
+            setattr(modules.globals, "many_faces", many_faces_value.get()),
+            save_switch_states(),
+        ),
         progress_color="#3a7ebf",
         font=("Roboto", 14, "bold"),
     )
     many_faces_switch.pack(pady=5, anchor="w")
 
+    mask_down_size_label = ctk.CTkLabel(
+        left_column, text="Mask Size:", font=("Roboto", 12)
+    )
+    mask_down_size_label.pack(pady=(5, 0), anchor="w")
+
+    mask_down_size_slider = ctk.CTkSlider(
+        left_column,
+        from_=0.1,
+        to=1.0,
+        number_of_steps=9,
+        command=lambda value: [
+            setattr(modules.globals, "mask_down_size", value),
+            save_switch_states(),
+        ],
+    )
+    mask_down_size_slider.set(modules.globals.mask_down_size)
+    mask_down_size_slider.pack(pady=(0, 5), fill="x")
+
+    # Right column controls
     color_correction_value = ctk.BooleanVar(value=modules.globals.color_correction)
     color_correction_switch = ctk.CTkSwitch(
-        options_column,
+        right_column,
         text="Fix Blueish Cam",
         variable=color_correction_value,
         cursor="hand2",
-        command=lambda: setattr(
+        command=lambda: (
-            modules.globals, "color_correction", color_correction_value.get()
+            setattr(modules.globals, "color_correction", color_correction_value.get()),
+            save_switch_states(),
         ),
         progress_color="#3a7ebf",
         font=("Roboto", 14, "bold"),
@@ -416,83 +458,83 @@ def create_root(
 
     map_faces = ctk.BooleanVar(value=modules.globals.map_faces)
     map_faces_switch = ctk.CTkSwitch(
-        options_column,
+        right_column,
         text="Map faces",
         variable=map_faces,
         cursor="hand2",
-        command=lambda: setattr(modules.globals, "map_faces", map_faces.get()),
+        command=lambda: (
+            setattr(modules.globals, "map_faces", map_faces.get()),
+            save_switch_states(),
+        ),
         progress_color="#3a7ebf",
         font=("Roboto", 14, "bold"),
     )
     map_faces_switch.pack(pady=5, anchor="w")
 
-    # Add the Show FPS switch
     show_fps_value = ctk.BooleanVar(value=modules.globals.show_fps)
     show_fps_switch = ctk.CTkSwitch(
-        options_column,
+        right_column,
         text="Show FPS",
         variable=show_fps_value,
         cursor="hand2",
-        command=lambda: setattr(modules.globals, "show_fps", show_fps_value.get()),
+        command=lambda: (
+            setattr(modules.globals, "show_fps", show_fps_value.get()),
+            save_switch_states(),
+        ),
         progress_color="#3a7ebf",
         font=("Roboto", 14, "bold"),
     )
     show_fps_switch.pack(pady=5, anchor="w")
 
-    keep_fps_checkbox.configure(
+    mouth_mask_var = ctk.BooleanVar(value=modules.globals.mouth_mask)
+    mouth_mask_switch = ctk.CTkSwitch(
+        right_column,
+        text="Mouth Mask",
+        variable=mouth_mask_var,
+        cursor="hand2",
         command=lambda: (
-            setattr(modules.globals, "keep_fps", keep_fps_value.get()),
+            setattr(modules.globals, "mouth_mask", mouth_mask_var.get()),
             save_switch_states(),
+        ),
+        progress_color="#3a7ebf",
+        font=("Roboto", 14, "bold"),
     )
-    )
+    mouth_mask_switch.pack(pady=5, anchor="w")
-    keep_frames_switch.configure(
+
+    show_mouth_mask_box_var = ctk.BooleanVar(value=modules.globals.show_mouth_mask_box)
+    show_mouth_mask_box_switch = ctk.CTkSwitch(
+        right_column,
+        text="Show Mouth Box",
+        variable=show_mouth_mask_box_var,
+        cursor="hand2",
         command=lambda: (
-            setattr(modules.globals, "keep_frames", keep_frames_value.get()),
+            setattr(
+                modules.globals, "show_mouth_mask_box", show_mouth_mask_box_var.get()
+            ),
             save_switch_states(),
+        ),
+        progress_color="#3a7ebf",
+        font=("Roboto", 14, "bold"),
     )
+    show_mouth_mask_box_switch.pack(pady=5, anchor="w")
+
+    mask_feather_label = ctk.CTkLabel(
+        right_column, text="Mask Feather:", font=("Roboto", 12)
     )
-    enhancer_switch.configure(
+    mask_feather_label.pack(pady=(5, 0), anchor="w")
-        command=lambda: (
+
-            update_tumbler("face_enhancer", enhancer_value.get()),
+    mask_feather_slider = ctk.CTkSlider(
+        right_column,
+        from_=4,
+        to=16,
+        number_of_steps=12,
+        command=lambda value: [
+            setattr(modules.globals, "mask_feather_ratio", int(value)),
             save_switch_states(),
+        ],
     )
-    )
+    mask_feather_slider.set(modules.globals.mask_feather_ratio)
-    keep_audio_switch.configure(
+    mask_feather_slider.pack(pady=(0, 5), fill="x")
-        command=lambda: (
-            setattr(modules.globals, "keep_audio", keep_audio_value.get()),
-            save_switch_states(),
-        )
-    )
-    many_faces_switch.configure(
-        command=lambda: (
-            setattr(modules.globals, "many_faces", many_faces_value.get()),
-            save_switch_states(),
-        )
-    )
-    color_correction_switch.configure(
-        command=lambda: (
-            setattr(modules.globals, "color_correction", color_correction_value.get()),
-            save_switch_states(),
-        )
-    )
-    # nsfw_switch.configure(  # Uncomment if you're using the NSFW filter
-    #     command=lambda: (
-    #         setattr(modules.globals, "nsfw_filter", nsfw_value.get()),
-    #         save_switch_states(),
-    #     )
-    # )
-    map_faces_switch.configure(
-        command=lambda: (
-            setattr(modules.globals, "map_faces", map_faces.get()),
-            save_switch_states(),
-        )
-    )
-    show_fps_switch.configure(
-        command=lambda: (
-            setattr(modules.globals, "show_fps", show_fps_value.get()),
-            save_switch_states(),
-        )
-    )
 
     button_frame = ctk.CTkFrame(main_frame, fg_color="#1a1a1a")
     button_frame.grid(row=2, column=0, columnspan=3, padx=10, pady=10, sticky="nsew")
@@ -515,14 +557,21 @@ def create_root(
     start_button.pack(side="left", padx=10, expand=True)
 
     preview_button = ModernButton(
-        button_frame,
+        button_frame, text="Preview", cursor="hand2", command=lambda: toggle_preview()
-        text="Preview",
-        cursor="hand2",
-        command=lambda: toggle_preview(),
     )
     preview_button.pack(side="left", padx=10, expand=True)
 
-    # --- Camera Selection ---
+    stop_button = ModernButton(
+        button_frame,
+        text="Destroy",
+        cursor="hand2",
+        command=lambda: destroy(),
+        fg_color="#f44336",
+        hover_color="#d32f2f",
+    )
+    stop_button.pack(side="left", padx=10, expand=True)
+
+    # Camera Selection
     camera_frame = ctk.CTkFrame(main_frame, fg_color="#2a2d2e", corner_radius=15)
     camera_frame.grid(row=3, column=0, columnspan=3, padx=10, pady=(0, 10), sticky="ew")
 
@@ -568,17 +617,6 @@ def create_root(
         ],
     )
     live_button.pack(side="left", padx=10, pady=10)
-    # --- End Camera Selection ---
-
-    stop_button = ModernButton(
-        button_frame,
-        text="Destroy",
-        cursor="hand2",
-        command=lambda: destroy(),
-        fg_color="#f44336",
-        hover_color="#d32f2f",
-    )
-    stop_button.pack(side="left", padx=10, expand=True)
 
     status_label = ModernLabel(
         main_frame, text=None, justify="center", fg_color="#1a1a1a"
@@ -597,7 +635,6 @@ def create_root(
         text_color="#1870c4",
     )
     donate_label.pack(side="left", expand=True)
-
     donate_label.bind(
         "<Button>", lambda event: webbrowser.open("https://paypal.me/hacksider")
     )