1152 lines
37 KiB
Python
1152 lines
37 KiB
Python
import os
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import webbrowser
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import customtkinter as ctk
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from typing import Callable, Tuple
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import cv2
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from PIL import Image, ImageOps
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import tkinterdnd2 as tkdnd
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import modules.globals
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import modules.metadata
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from modules.face_analyser import (
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get_one_face,
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get_unique_faces_from_target_image,
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get_unique_faces_from_target_video,
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add_blank_map,
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has_valid_map,
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simplify_maps,
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)
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from modules.capturer import get_video_frame, get_video_frame_total
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from modules.processors.frame.core import get_frame_processors_modules
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from modules.utilities import (
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is_image,
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is_video,
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resolve_relative_path,
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has_image_extension,
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)
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ROOT = None
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POPUP = None
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POPUP_LIVE = None
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ROOT_HEIGHT = 700
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ROOT_WIDTH = 600
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PREVIEW = None
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PREVIEW_MAX_HEIGHT = 700
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PREVIEW_MAX_WIDTH = 1200
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PREVIEW_DEFAULT_WIDTH = 960
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PREVIEW_DEFAULT_HEIGHT = 540
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POPUP_WIDTH = 750
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POPUP_HEIGHT = 810
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POPUP_SCROLL_WIDTH = 740
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POPUP_SCROLL_HEIGHT = 700
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POPUP_LIVE_WIDTH = 900
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POPUP_LIVE_HEIGHT = 820
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POPUP_LIVE_SCROLL_WIDTH = 890
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POPUP_LIVE_SCROLL_HEIGHT = 700
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MAPPER_PREVIEW_MAX_HEIGHT = 100
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MAPPER_PREVIEW_MAX_WIDTH = 100
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DEFAULT_BUTTON_WIDTH = 200
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DEFAULT_BUTTON_HEIGHT = 40
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RECENT_DIRECTORY_SOURCE = None
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RECENT_DIRECTORY_TARGET = None
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RECENT_DIRECTORY_OUTPUT = None
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preview_label = None
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preview_slider = None
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source_label = None
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target_label = None
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status_label = None
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popup_status_label = None
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popup_status_label_live = None
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source_label_dict = {}
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source_label_dict_live = {}
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target_label_dict_live = {}
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img_ft, vid_ft = modules.globals.file_types
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class DragDropButton(ctk.CTkButton):
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def __init__(self, master, **kwargs):
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super().__init__(master, **kwargs)
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self.drop_target_register(tkdnd.DND_FILES)
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self.dnd_bind("<<Drop>>", self.drop)
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self.configure(font=("Arial", 14, "bold")) # Increased font size and made bold
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def drop(self, event):
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file_path = event.data
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if file_path.startswith("{"):
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file_path = file_path[1:-1]
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self.handle_drop(file_path)
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def handle_drop(self, file_path):
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pass
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class SourceButton(DragDropButton):
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def handle_drop(self, file_path):
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if is_image(file_path):
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modules.globals.source_path = file_path
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global RECENT_DIRECTORY_SOURCE
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RECENT_DIRECTORY_SOURCE = os.path.dirname(modules.globals.source_path)
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image = render_image_preview(modules.globals.source_path, (200, 200))
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source_label.configure(image=image)
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source_label.configure(text="")
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class SourceMapperButton(DragDropButton):
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def __init__(self, master, map, button_num, **kwargs):
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super().__init__(master, **kwargs)
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self.map = map
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self.button_num = button_num
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def handle_drop(self, file_path):
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if is_image(file_path):
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update_popup_source(self.master, self.map, self.button_num, file_path)
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class TargetButton(DragDropButton):
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def handle_drop(self, file_path):
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global RECENT_DIRECTORY_TARGET
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if is_image(file_path) or is_video(file_path):
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modules.globals.target_path = file_path
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RECENT_DIRECTORY_TARGET = os.path.dirname(modules.globals.target_path)
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if is_image(file_path):
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image = render_image_preview(modules.globals.target_path, (200, 200))
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target_label.configure(image=image)
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target_label.configure(text="")
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elif is_video(file_path):
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video_frame = render_video_preview(file_path, (200, 200))
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target_label.configure(image=video_frame)
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target_label.configure(text="")
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class DragDropLabel(ctk.CTkLabel):
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def __init__(self, master, **kwargs):
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super().__init__(master, **kwargs)
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self.drop_target_register(tkdnd.DND_FILES)
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self.dnd_bind("<<Drop>>", self.drop)
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self.configure(font=("Arial", 14, "bold")) # Increased font size and made bold
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def drop(self, event):
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file_path = event.data
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if file_path.startswith("{"):
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file_path = file_path[1:-1]
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self.handle_drop(file_path)
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def handle_drop(self, file_path):
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pass
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class SourceLabel(DragDropLabel):
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def handle_drop(self, file_path):
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if is_image(file_path):
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modules.globals.source_path = file_path
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global RECENT_DIRECTORY_SOURCE
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RECENT_DIRECTORY_SOURCE = os.path.dirname(modules.globals.source_path)
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image = render_image_preview(modules.globals.source_path, (200, 200))
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source_label.configure(image=image)
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source_label.configure(text="")
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class TargetLabel(DragDropLabel):
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def handle_drop(self, file_path):
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global RECENT_DIRECTORY_TARGET
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if is_image(file_path) or is_video(file_path):
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modules.globals.target_path = file_path
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RECENT_DIRECTORY_TARGET = os.path.dirname(modules.globals.target_path)
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if is_image(file_path):
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image = render_image_preview(modules.globals.target_path, (200, 200))
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target_label.configure(image=image)
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target_label.configure(text="")
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elif is_video(file_path):
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video_frame = render_video_preview(file_path, (200, 200))
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target_label.configure(image=video_frame)
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target_label.configure(text="")
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def init(start: Callable[[], None], destroy: Callable[[], None]) -> tkdnd.TkinterDnD.Tk:
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global ROOT, PREVIEW
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ROOT = create_root(start, destroy)
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PREVIEW = create_preview(ROOT)
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return ROOT
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def create_root(
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start: Callable[[], None], destroy: Callable[[], None]
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) -> tkdnd.TkinterDnD.Tk:
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global source_label, target_label, status_label
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ctk.set_appearance_mode("dark")
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ctk.set_default_color_theme("blue") # Use a built-in theme
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root = tkdnd.TkinterDnD.Tk()
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root.minsize(ROOT_WIDTH, ROOT_HEIGHT)
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root.title(
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f"{modules.metadata.name} {modules.metadata.version} {modules.metadata.edition}"
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)
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root.configure(bg="gray12")
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root.protocol("WM_DELETE_WINDOW", lambda: destroy())
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source_label = SourceLabel(
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root,
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text="Drag & Drop\nSource Image Here",
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text_color="gray",
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font=("Arial", 18, "bold"),
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justify="center",
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)
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source_label.place(relx=0.1, rely=0.1, relwidth=0.3, relheight=0.25)
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target_label = TargetLabel(
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root,
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text="Drag & Drop\nTarget Image/Video Here",
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text_color="gray",
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font=("Arial", 18, "bold"),
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justify="center",
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)
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target_label.place(relx=0.6, rely=0.1, relwidth=0.3, relheight=0.25)
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select_face_button = SourceButton(
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root,
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text="Select a face",
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cursor="hand2",
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command=lambda: select_source_path(),
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fg_color=("gray75", "gray25"), # Modern button color
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hover_color=("gray85", "gray35"),
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corner_radius=10, # Rounded corners
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)
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select_face_button.place(relx=0.1, rely=0.4, relwidth=0.3, relheight=0.1)
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swap_faces_button = ctk.CTkButton(
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root,
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text="↔",
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cursor="hand2",
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command=lambda: swap_faces_paths(),
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fg_color=("gray75", "gray25"),
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hover_color=("gray85", "gray35"),
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corner_radius=10,
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font=("Arial", 14, "bold"),
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)
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swap_faces_button.place(relx=0.45, rely=0.4, relwidth=0.1, relheight=0.1)
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select_target_button = TargetButton(
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root,
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text="Select a target",
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cursor="hand2",
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command=lambda: select_target_path(),
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fg_color=("gray75", "gray25"),
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hover_color=("gray85", "gray35"),
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corner_radius=10,
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)
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select_target_button.place(relx=0.6, rely=0.4, relwidth=0.3, relheight=0.1)
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keep_fps_value = ctk.BooleanVar(value=modules.globals.keep_fps)
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keep_fps_checkbox = ctk.CTkSwitch(
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root,
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text="Keep fps",
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variable=keep_fps_value,
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cursor="hand2",
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command=lambda: setattr(
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modules.globals, "keep_fps", not modules.globals.keep_fps
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),
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fg_color=("gray75", "gray25"), # Modern switch color
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progress_color=("DodgerBlue", "DodgerBlue"),
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font=("Arial", 14, "bold"),
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)
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keep_fps_checkbox.place(relx=0.1, rely=0.6)
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keep_frames_value = ctk.BooleanVar(value=modules.globals.keep_frames)
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keep_frames_switch = ctk.CTkSwitch(
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root,
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text="Keep frames",
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variable=keep_frames_value,
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cursor="hand2",
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command=lambda: setattr(
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modules.globals, "keep_frames", keep_frames_value.get()
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),
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fg_color=("gray75", "gray25"),
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progress_color=("DodgerBlue", "DodgerBlue"),
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font=("Arial", 14, "bold"),
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)
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keep_frames_switch.place(relx=0.1, rely=0.65)
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enhancer_value = ctk.BooleanVar(value=modules.globals.fp_ui["face_enhancer"])
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enhancer_switch = ctk.CTkSwitch(
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root,
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text="Face Enhancer",
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variable=enhancer_value,
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cursor="hand2",
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command=lambda: update_tumbler("face_enhancer", enhancer_value.get()),
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fg_color=("gray75", "gray25"),
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progress_color=("DodgerBlue", "DodgerBlue"),
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font=("Arial", 14, "bold"),
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)
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enhancer_switch.place(relx=0.1, rely=0.7)
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keep_audio_value = ctk.BooleanVar(value=modules.globals.keep_audio)
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keep_audio_switch = ctk.CTkSwitch(
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root,
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text="Keep audio",
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variable=keep_audio_value,
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cursor="hand2",
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command=lambda: setattr(modules.globals, "keep_audio", keep_audio_value.get()),
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fg_color=("gray75", "gray25"),
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progress_color=("DodgerBlue", "DodgerBlue"),
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font=("Arial", 14, "bold"),
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)
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keep_audio_switch.place(relx=0.6, rely=0.6)
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many_faces_value = ctk.BooleanVar(value=modules.globals.many_faces)
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many_faces_switch = ctk.CTkSwitch(
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root,
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text="Many faces",
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variable=many_faces_value,
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cursor="hand2",
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command=lambda: setattr(modules.globals, "many_faces", many_faces_value.get()),
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fg_color=("gray75", "gray25"),
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progress_color=("DodgerBlue", "DodgerBlue"),
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font=("Arial", 14, "bold"),
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)
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many_faces_switch.place(relx=0.6, rely=0.65)
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color_correction_value = ctk.BooleanVar(value=modules.globals.color_correction)
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color_correction_switch = ctk.CTkSwitch(
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root,
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text="Fix Blueish Cam -\nforce cv2 to\nuse RGB instead of BGR",
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variable=color_correction_value,
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cursor="hand2",
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command=lambda: setattr(
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modules.globals, "color_correction", color_correction_value.get()
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),
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fg_color=("gray75", "gray25"),
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progress_color=("DodgerBlue", "DodgerBlue"),
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font=("Arial", 14, "bold"),
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)
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color_correction_switch.place(relx=0.6, rely=0.70)
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map_faces = ctk.BooleanVar(value=modules.globals.map_faces)
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map_faces_switch = ctk.CTkSwitch(
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root,
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text="Map faces",
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variable=map_faces,
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cursor="hand2",
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command=lambda: setattr(modules.globals, "map_faces", map_faces.get()),
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fg_color=("gray75", "gray25"),
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progress_color=("DodgerBlue", "DodgerBlue"),
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font=("Arial", 14, "bold"),
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)
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map_faces_switch.place(relx=0.1, rely=0.75)
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start_button = ctk.CTkButton(
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root,
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text="Start",
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cursor="hand2",
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command=lambda: analyze_target(start, root),
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fg_color=("DodgerBlue", "DodgerBlue"), # Modern button color
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hover_color=("RoyalBlue", "RoyalBlue"),
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corner_radius=10,
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font=("Arial", 14, "bold"),
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)
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start_button.place(relx=0.15, rely=0.80, relwidth=0.2, relheight=0.05)
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stop_button = ctk.CTkButton(
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root,
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text="Destroy",
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cursor="hand2",
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command=lambda: destroy(),
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fg_color=("gray75", "gray25"),
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hover_color=("gray85", "gray35"),
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corner_radius=10,
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font=("Arial", 14, "bold"),
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)
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stop_button.place(relx=0.4, rely=0.80, relwidth=0.2, relheight=0.05)
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preview_button = ctk.CTkButton(
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root,
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text="Preview",
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cursor="hand2",
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command=lambda: toggle_preview(),
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fg_color=("gray75", "gray25"),
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hover_color=("gray85", "gray35"),
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corner_radius=10,
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font=("Arial", 14, "bold"),
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)
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preview_button.place(relx=0.65, rely=0.80, relwidth=0.2, relheight=0.05)
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live_button = ctk.CTkButton(
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root,
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text="Live",
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cursor="hand2",
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command=lambda: webcam_preview(root),
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fg_color=("gray75", "gray25"),
|
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hover_color=("gray85", "gray35"),
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corner_radius=10,
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font=("Arial", 14, "bold"),
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)
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live_button.place(relx=0.40, rely=0.86, relwidth=0.2, relheight=0.05)
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status_label = ctk.CTkLabel(
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root, text=None, justify="center", font=("Arial", 14, "bold")
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)
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status_label.place(relx=0.1, rely=0.9, relwidth=0.8)
|
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|
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donate_label = ctk.CTkLabel(
|
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root,
|
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text="Deep Live Cam",
|
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justify="center",
|
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cursor="hand2",
|
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font=("Arial", 14, "bold"),
|
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)
|
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donate_label.place(relx=0.1, rely=0.95, relwidth=0.8)
|
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# Access the URL text color directly
|
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donate_label.configure(text_color="dodger blue")
|
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|
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donate_label.bind(
|
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"<Button>", lambda event: webbrowser.open("https://paypal.me/hacksider")
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)
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return root
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|
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def analyze_target(start: Callable[[], None], root: ctk.CTk):
|
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if POPUP != None and POPUP.winfo_exists():
|
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update_status("Please complete pop-up or close it.")
|
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return
|
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|
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if modules.globals.map_faces:
|
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modules.globals.souce_target_map = []
|
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|
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if is_image(modules.globals.target_path):
|
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update_status("Getting unique faces")
|
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get_unique_faces_from_target_image()
|
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elif is_video(modules.globals.target_path):
|
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update_status("Getting unique faces")
|
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get_unique_faces_from_target_video()
|
|
|
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if len(modules.globals.souce_target_map) > 0:
|
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create_source_target_popup(start, root, modules.globals.souce_target_map)
|
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else:
|
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update_status("No faces found in target")
|
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else:
|
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select_output_path(start)
|
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|
|
|
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def create_source_target_popup(
|
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start: Callable[[], None], root: ctk.CTk, map: list
|
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) -> None:
|
|
global POPUP, popup_status_label
|
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|
|
POPUP = ctk.CTkToplevel(root)
|
|
POPUP.title("Source x Target Mapper")
|
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POPUP.geometry(f"{POPUP_WIDTH}x{POPUP_HEIGHT}")
|
|
POPUP.focus()
|
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|
|
def on_submit_click(start):
|
|
if has_valid_map():
|
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POPUP.destroy()
|
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select_output_path(start)
|
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else:
|
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update_pop_status("Atleast 1 source with target is required!")
|
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|
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scrollable_frame = ctk.CTkScrollableFrame(
|
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POPUP, width=POPUP_SCROLL_WIDTH, height=POPUP_SCROLL_HEIGHT
|
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)
|
|
scrollable_frame.grid(row=0, column=0, padx=0, pady=0, sticky="nsew")
|
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|
|
def on_button_click(map, button_num):
|
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update_popup_source(scrollable_frame, map, button_num)
|
|
|
|
for item in map:
|
|
id = item["id"]
|
|
|
|
button = SourceMapperButton(
|
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scrollable_frame,
|
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map,
|
|
id,
|
|
text="Select source image",
|
|
command=lambda id=id: on_button_click(map, id),
|
|
width=DEFAULT_BUTTON_WIDTH,
|
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height=DEFAULT_BUTTON_HEIGHT,
|
|
fg_color=("gray75", "gray25"),
|
|
hover_color=("gray85", "gray35"),
|
|
corner_radius=10,
|
|
)
|
|
button.grid(row=id, column=0, padx=50, pady=10)
|
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|
|
x_label = ctk.CTkLabel(
|
|
scrollable_frame,
|
|
text=f"X",
|
|
width=MAPPER_PREVIEW_MAX_WIDTH,
|
|
height=MAPPER_PREVIEW_MAX_HEIGHT,
|
|
font=("Arial", 14, "bold"),
|
|
)
|
|
x_label.grid(row=id, column=2, padx=10, pady=10)
|
|
|
|
image = Image.fromarray(cv2.cvtColor(item["target"]["cv2"], cv2.COLOR_BGR2RGB))
|
|
image = image.resize(
|
|
(MAPPER_PREVIEW_MAX_WIDTH, MAPPER_PREVIEW_MAX_HEIGHT), Image.LANCZOS
|
|
)
|
|
tk_image = ctk.CTkImage(image, size=image.size)
|
|
|
|
target_image = ctk.CTkLabel(
|
|
scrollable_frame,
|
|
text=f"T-{id}",
|
|
width=MAPPER_PREVIEW_MAX_WIDTH,
|
|
height=MAPPER_PREVIEW_MAX_HEIGHT,
|
|
font=("Arial", 14, "bold"),
|
|
)
|
|
target_image.grid(row=id, column=3, padx=10, pady=10)
|
|
target_image.configure(image=tk_image)
|
|
|
|
popup_status_label = ctk.CTkLabel(
|
|
POPUP, text=None, justify="center", font=("Arial", 14, "bold")
|
|
)
|
|
popup_status_label.grid(row=1, column=0, pady=15)
|
|
|
|
close_button = ctk.CTkButton(
|
|
POPUP,
|
|
text="Submit",
|
|
command=lambda: on_submit_click(start),
|
|
fg_color=("DodgerBlue", "DodgerBlue"),
|
|
hover_color=("RoyalBlue", "RoyalBlue"),
|
|
corner_radius=10,
|
|
font=("Arial", 14, "bold"),
|
|
)
|
|
close_button.grid(row=2, column=0, pady=10)
|
|
|
|
|
|
def update_popup_source(
|
|
scrollable_frame: ctk.CTkScrollableFrame,
|
|
map: list,
|
|
button_num: int,
|
|
source_path: str = None,
|
|
) -> list:
|
|
global source_label_dict, RECENT_DIRECTORY_SOURCE
|
|
|
|
if source_path is None:
|
|
source_path = ctk.filedialog.askopenfilename(
|
|
title="select an source image",
|
|
initialdir=RECENT_DIRECTORY_SOURCE,
|
|
filetypes=[img_ft],
|
|
)
|
|
|
|
if "source" in map[button_num]:
|
|
map[button_num].pop("source")
|
|
source_label_dict[button_num].destroy()
|
|
del source_label_dict[button_num]
|
|
|
|
if source_path == "":
|
|
return map
|
|
else:
|
|
RECENT_DIRECTORY_SOURCE = os.path.dirname(source_path)
|
|
cv2_img = cv2.imread(source_path)
|
|
face = get_one_face(cv2_img)
|
|
|
|
if face:
|
|
x_min, y_min, x_max, y_max = face["bbox"]
|
|
|
|
map[button_num]["source"] = {
|
|
"cv2": cv2_img[int(y_min) : int(y_max), int(x_min) : int(x_max)],
|
|
"face": face,
|
|
}
|
|
|
|
image = Image.fromarray(
|
|
cv2.cvtColor(map[button_num]["source"]["cv2"], cv2.COLOR_BGR2RGB)
|
|
)
|
|
image = image.resize(
|
|
(MAPPER_PREVIEW_MAX_WIDTH, MAPPER_PREVIEW_MAX_HEIGHT), Image.LANCZOS
|
|
)
|
|
tk_image = ctk.CTkImage(image, size=image.size)
|
|
|
|
source_image = ctk.CTkLabel(
|
|
scrollable_frame,
|
|
text=f"S-{button_num}",
|
|
width=MAPPER_PREVIEW_MAX_WIDTH,
|
|
height=MAPPER_PREVIEW_MAX_HEIGHT,
|
|
font=("Arial", 14, "bold"),
|
|
)
|
|
source_image.grid(row=button_num, column=1, padx=10, pady=10)
|
|
source_image.configure(image=tk_image)
|
|
source_label_dict[button_num] = source_image
|
|
else:
|
|
update_pop_status("Face could not be detected in last upload!")
|
|
return map
|
|
|
|
|
|
def create_preview(parent: ctk.CTkToplevel) -> ctk.CTkToplevel:
|
|
global preview_label, preview_slider
|
|
|
|
preview = ctk.CTkToplevel(parent)
|
|
preview.withdraw()
|
|
preview.title("Preview")
|
|
preview.configure()
|
|
preview.protocol("WM_DELETE_WINDOW", lambda: toggle_preview())
|
|
preview.resizable(width=True, height=True)
|
|
|
|
preview_label = ctk.CTkLabel(preview, text=None, font=("Arial", 14, "bold"))
|
|
preview_label.pack(fill="both", expand=True)
|
|
|
|
preview_slider = ctk.CTkSlider(
|
|
preview,
|
|
from_=0,
|
|
to=0,
|
|
command=lambda frame_value: update_preview(frame_value),
|
|
fg_color=("gray75", "gray25"),
|
|
progress_color=("DodgerBlue", "DodgerBlue"),
|
|
button_color=("DodgerBlue", "DodgerBlue"),
|
|
button_hover_color=("RoyalBlue", "RoyalBlue"),
|
|
)
|
|
|
|
return preview
|
|
|
|
|
|
def update_status(text: str) -> None:
|
|
status_label.configure(text=text)
|
|
ROOT.update()
|
|
|
|
|
|
def update_pop_status(text: str) -> None:
|
|
popup_status_label.configure(text=text)
|
|
|
|
|
|
def update_pop_live_status(text: str) -> None:
|
|
popup_status_label_live.configure(text=text)
|
|
|
|
|
|
def update_tumbler(var: str, value: bool) -> None:
|
|
modules.globals.fp_ui[var] = value
|
|
|
|
|
|
def select_source_path() -> None:
|
|
global RECENT_DIRECTORY_SOURCE, img_ft, vid_ft
|
|
|
|
PREVIEW.withdraw()
|
|
source_path = ctk.filedialog.askopenfilename(
|
|
title="select an source image",
|
|
initialdir=RECENT_DIRECTORY_SOURCE,
|
|
filetypes=[img_ft],
|
|
)
|
|
if is_image(source_path):
|
|
modules.globals.source_path = source_path
|
|
RECENT_DIRECTORY_SOURCE = os.path.dirname(modules.globals.source_path)
|
|
image = render_image_preview(modules.globals.source_path, (200, 200))
|
|
source_label.configure(image=image)
|
|
source_label.configure(text="")
|
|
else:
|
|
modules.globals.source_path = None
|
|
source_label.configure(image=None)
|
|
source_label.configure(text="Drag & Drop Source Image Here")
|
|
|
|
|
|
def swap_faces_paths() -> None:
|
|
global RECENT_DIRECTORY_SOURCE, RECENT_DIRECTORY_TARGET
|
|
|
|
source_path = modules.globals.source_path
|
|
target_path = modules.globals.target_path
|
|
|
|
if not is_image(source_path) or not is_image(target_path):
|
|
return
|
|
|
|
modules.globals.source_path = target_path
|
|
modules.globals.target_path = source_path
|
|
|
|
RECENT_DIRECTORY_SOURCE = os.path.dirname(modules.globals.source_path)
|
|
RECENT_DIRECTORY_TARGET = os.path.dirname(modules.globals.target_path)
|
|
|
|
PREVIEW.withdraw()
|
|
|
|
source_image = render_image_preview(modules.globals.source_path, (200, 200))
|
|
source_label.configure(image=source_image)
|
|
source_label.configure(text="")
|
|
|
|
target_image = render_image_preview(modules.globals.target_path, (200, 200))
|
|
target_label.configure(image=target_image)
|
|
target_label.configure(text="")
|
|
|
|
|
|
def select_target_path() -> None:
|
|
global RECENT_DIRECTORY_TARGET, img_ft, vid_ft
|
|
|
|
PREVIEW.withdraw()
|
|
target_path = ctk.filedialog.askopenfilename(
|
|
title="select an target image or video",
|
|
initialdir=RECENT_DIRECTORY_TARGET,
|
|
filetypes=[img_ft, vid_ft],
|
|
)
|
|
if is_image(target_path):
|
|
modules.globals.target_path = target_path
|
|
RECENT_DIRECTORY_TARGET = os.path.dirname(modules.globals.target_path)
|
|
image = render_image_preview(modules.globals.target_path, (200, 200))
|
|
target_label.configure(image=image)
|
|
target_label.configure(text="")
|
|
elif is_video(target_path):
|
|
modules.globals.target_path = target_path
|
|
RECENT_DIRECTORY_TARGET = os.path.dirname(modules.globals.target_path)
|
|
video_frame = render_video_preview(target_path, (200, 200))
|
|
target_label.configure(image=video_frame)
|
|
target_label.configure(text="")
|
|
else:
|
|
modules.globals.target_path = None
|
|
target_label.configure(image=None)
|
|
target_label.configure(text="Drag & Drop Target Image/Video Here")
|
|
|
|
|
|
def select_output_path(start: Callable[[], None]) -> None:
|
|
global RECENT_DIRECTORY_OUTPUT, img_ft, vid_ft
|
|
|
|
if is_image(modules.globals.target_path):
|
|
output_path = ctk.filedialog.asksaveasfilename(
|
|
title="save image output file",
|
|
filetypes=[img_ft],
|
|
defaultextension=".png",
|
|
initialfile="output.png",
|
|
initialdir=RECENT_DIRECTORY_OUTPUT,
|
|
)
|
|
elif is_video(modules.globals.target_path):
|
|
output_path = ctk.filedialog.asksaveasfilename(
|
|
title="save video output file",
|
|
filetypes=[vid_ft],
|
|
defaultextension=".mp4",
|
|
initialfile="output.mp4",
|
|
initialdir=RECENT_DIRECTORY_OUTPUT,
|
|
)
|
|
else:
|
|
output_path = None
|
|
if output_path:
|
|
modules.globals.output_path = output_path
|
|
RECENT_DIRECTORY_OUTPUT = os.path.dirname(modules.globals.output_path)
|
|
start()
|
|
|
|
|
|
def check_and_ignore_nsfw(target, destroy: Callable = None) -> bool:
|
|
"""Check if the target is NSFW.
|
|
TODO: Consider to make blur the target.
|
|
"""
|
|
from numpy import ndarray
|
|
from modules.predicter import predict_image, predict_video, predict_frame
|
|
|
|
if type(target) is str: # image/video file path
|
|
check_nsfw = predict_image if has_image_extension(target) else predict_video
|
|
elif type(target) is ndarray: # frame object
|
|
check_nsfw = predict_frame
|
|
if check_nsfw and check_nsfw(target):
|
|
if destroy:
|
|
destroy(
|
|
to_quit=False
|
|
) # Do not need to destroy the window frame if the target is NSFW
|
|
update_status("Processing ignored!")
|
|
return True
|
|
else:
|
|
return False
|
|
|
|
|
|
def fit_image_to_size(image, width: int, height: int):
|
|
if width is None and height is None:
|
|
return image
|
|
h, w, _ = image.shape
|
|
ratio_h = 0.0
|
|
ratio_w = 0.0
|
|
if width > height:
|
|
ratio_h = height / h
|
|
else:
|
|
ratio_w = width / w
|
|
ratio = max(ratio_w, ratio_h)
|
|
new_size = (int(ratio * w), int(ratio * h))
|
|
return cv2.resize(image, dsize=new_size)
|
|
|
|
|
|
def render_image_preview(image_path: str, size: Tuple[int, int]) -> ctk.CTkImage:
|
|
image = Image.open(image_path)
|
|
if size:
|
|
image = ImageOps.fit(image, size, Image.LANCZOS)
|
|
return ctk.CTkImage(image, size=image.size)
|
|
|
|
|
|
def render_video_preview(
|
|
video_path: str, size: Tuple[int, int], frame_number: int = 0
|
|
) -> ctk.CTkImage:
|
|
capture = cv2.VideoCapture(video_path)
|
|
if frame_number:
|
|
capture.set(cv2.CAP_PROP_POS_FRAMES, frame_number)
|
|
has_frame, frame = capture.read()
|
|
if has_frame:
|
|
image = Image.fromarray(cv2.cvtColor(frame, cv2.COLOR_BGR2RGB))
|
|
if size:
|
|
image = ImageOps.fit(image, size, Image.LANCZOS)
|
|
return ctk.CTkImage(image, size=image.size)
|
|
capture.release()
|
|
cv2.destroyAllWindows()
|
|
|
|
|
|
def toggle_preview() -> None:
|
|
if PREVIEW.state() == "normal":
|
|
PREVIEW.withdraw()
|
|
elif modules.globals.source_path and modules.globals.target_path:
|
|
init_preview()
|
|
update_preview()
|
|
|
|
|
|
def init_preview() -> None:
|
|
if is_image(modules.globals.target_path):
|
|
preview_slider.pack_forget()
|
|
if is_video(modules.globals.target_path):
|
|
video_frame_total = get_video_frame_total(modules.globals.target_path)
|
|
preview_slider.configure(to=video_frame_total)
|
|
preview_slider.pack(fill="x")
|
|
preview_slider.set(0)
|
|
|
|
|
|
def update_preview(frame_number: int = 0) -> None:
|
|
if modules.globals.source_path and modules.globals.target_path:
|
|
update_status("Processing...")
|
|
temp_frame = get_video_frame(modules.globals.target_path, frame_number)
|
|
if modules.globals.nsfw_filter and check_and_ignore_nsfw(temp_frame):
|
|
return
|
|
for frame_processor in get_frame_processors_modules(
|
|
modules.globals.frame_processors
|
|
):
|
|
temp_frame = frame_processor.process_frame(
|
|
get_one_face(cv2.imread(modules.globals.source_path)), temp_frame
|
|
)
|
|
image = Image.fromarray(cv2.cvtColor(temp_frame, cv2.COLOR_BGR2RGB))
|
|
image = ImageOps.contain(
|
|
image, (PREVIEW_MAX_WIDTH, PREVIEW_MAX_HEIGHT), Image.LANCZOS
|
|
)
|
|
image = ctk.CTkImage(image, size=image.size)
|
|
preview_label.configure(image=image)
|
|
update_status("Processing succeed!")
|
|
PREVIEW.deiconify()
|
|
|
|
|
|
def webcam_preview(root: ctk.CTk):
|
|
if not modules.globals.map_faces:
|
|
if modules.globals.source_path is None:
|
|
# No image selected
|
|
return
|
|
create_webcam_preview()
|
|
else:
|
|
modules.globals.souce_target_map = []
|
|
create_source_target_popup_for_webcam(root, modules.globals.souce_target_map)
|
|
|
|
|
|
def create_webcam_preview():
|
|
global preview_label, PREVIEW
|
|
|
|
camera = cv2.VideoCapture(
|
|
0
|
|
) # Use index for the webcam (adjust the index accordingly if necessary)
|
|
camera.set(
|
|
cv2.CAP_PROP_FRAME_WIDTH, PREVIEW_DEFAULT_WIDTH
|
|
) # Set the width of the resolution
|
|
camera.set(
|
|
cv2.CAP_PROP_FRAME_HEIGHT, PREVIEW_DEFAULT_HEIGHT
|
|
) # Set the height of the resolution
|
|
camera.set(cv2.CAP_PROP_FPS, 60) # Set the frame rate of the webcam
|
|
|
|
preview_label.configure(
|
|
width=PREVIEW_DEFAULT_WIDTH, height=PREVIEW_DEFAULT_HEIGHT
|
|
) # Reset the preview image before startup
|
|
|
|
PREVIEW.deiconify() # Open preview window
|
|
|
|
frame_processors = get_frame_processors_modules(modules.globals.frame_processors)
|
|
|
|
source_image = None # Initialize variable for the selected face image
|
|
|
|
while camera:
|
|
ret, frame = camera.read()
|
|
if not ret:
|
|
break
|
|
|
|
temp_frame = frame.copy() # Create a copy of the frame
|
|
|
|
if modules.globals.live_mirror:
|
|
temp_frame = cv2.flip(temp_frame, 1) # horizontal flipping
|
|
|
|
if modules.globals.live_resizable:
|
|
temp_frame = fit_image_to_size(
|
|
temp_frame, PREVIEW.winfo_width(), PREVIEW.winfo_height()
|
|
)
|
|
|
|
if not modules.globals.map_faces:
|
|
# Select and save face image only once
|
|
if source_image is None and modules.globals.source_path:
|
|
source_image = get_one_face(cv2.imread(modules.globals.source_path))
|
|
|
|
for frame_processor in frame_processors:
|
|
temp_frame = frame_processor.process_frame(source_image, temp_frame)
|
|
else:
|
|
modules.globals.target_path = None
|
|
|
|
for frame_processor in frame_processors:
|
|
temp_frame = frame_processor.process_frame_v2(temp_frame)
|
|
|
|
image = cv2.cvtColor(
|
|
temp_frame, cv2.COLOR_BGR2RGB
|
|
) # Convert the image to RGB format to display it with Tkinter
|
|
image = Image.fromarray(image)
|
|
image = ImageOps.contain(
|
|
image, (temp_frame.shape[1], temp_frame.shape[0]), Image.LANCZOS
|
|
)
|
|
image = ctk.CTkImage(image, size=image.size)
|
|
preview_label.configure(image=image)
|
|
ROOT.update()
|
|
|
|
if PREVIEW.state() == "withdrawn":
|
|
break
|
|
|
|
camera.release()
|
|
PREVIEW.withdraw() # Close preview window when loop is finished
|
|
|
|
|
|
def create_source_target_popup_for_webcam(root: ctk.CTk, map: list) -> None:
|
|
global POPUP_LIVE, popup_status_label_live
|
|
|
|
POPUP_LIVE = ctk.CTkToplevel(root)
|
|
POPUP_LIVE.title("Source x Target Mapper")
|
|
POPUP_LIVE.geometry(f"{POPUP_LIVE_WIDTH}x{POPUP_LIVE_HEIGHT}")
|
|
POPUP_LIVE.focus()
|
|
|
|
def on_submit_click():
|
|
if has_valid_map():
|
|
POPUP_LIVE.destroy()
|
|
simplify_maps()
|
|
create_webcam_preview()
|
|
else:
|
|
update_pop_live_status("Atleast 1 source with target is required!")
|
|
|
|
def on_add_click():
|
|
add_blank_map()
|
|
refresh_data(map)
|
|
update_pop_live_status("Please provide mapping!")
|
|
|
|
popup_status_label_live = ctk.CTkLabel(POPUP_LIVE, text=None, justify="center")
|
|
popup_status_label_live.grid(row=1, column=0, pady=15)
|
|
|
|
add_button = ctk.CTkButton(
|
|
POPUP_LIVE,
|
|
text="Add",
|
|
command=lambda: on_add_click(),
|
|
fg_color=("gray75", "gray25"),
|
|
hover_color=("gray85", "gray35"),
|
|
corner_radius=10,
|
|
)
|
|
add_button.place(relx=0.2, rely=0.92, relwidth=0.2, relheight=0.05)
|
|
|
|
close_button = ctk.CTkButton(
|
|
POPUP_LIVE,
|
|
text="Submit",
|
|
command=lambda: on_submit_click(),
|
|
fg_color=("DodgerBlue", "DodgerBlue"),
|
|
hover_color=("RoyalBlue", "RoyalBlue"),
|
|
corner_radius=10,
|
|
)
|
|
close_button.place(relx=0.6, rely=0.92, relwidth=0.2, relheight=0.05)
|
|
|
|
refresh_data(map) # Initial data refresh
|
|
|
|
|
|
def refresh_data(map: list):
|
|
global POPUP_LIVE
|
|
|
|
# Destroy existing widgets in the scrollable frame
|
|
for widget in POPUP_LIVE.winfo_children():
|
|
if isinstance(widget, ctk.CTkScrollableFrame):
|
|
widget.destroy()
|
|
|
|
scrollable_frame = ctk.CTkScrollableFrame(
|
|
POPUP_LIVE, width=POPUP_LIVE_SCROLL_WIDTH, height=POPUP_LIVE_SCROLL_HEIGHT
|
|
)
|
|
scrollable_frame.grid(row=0, column=0, padx=0, pady=0, sticky="nsew")
|
|
|
|
def on_sbutton_click(map, button_num):
|
|
map = update_webcam_source(scrollable_frame, map, button_num)
|
|
|
|
def on_tbutton_click(map, button_num):
|
|
map = update_webcam_target(scrollable_frame, map, button_num)
|
|
|
|
for item in map:
|
|
id = item["id"]
|
|
|
|
button = ctk.CTkButton(
|
|
scrollable_frame,
|
|
text="Select source image",
|
|
command=lambda id=id: on_sbutton_click(map, id),
|
|
width=DEFAULT_BUTTON_WIDTH,
|
|
height=DEFAULT_BUTTON_HEIGHT,
|
|
fg_color=("gray75", "gray25"),
|
|
hover_color=("gray85", "gray35"),
|
|
corner_radius=10,
|
|
)
|
|
button.grid(row=id, column=0, padx=30, pady=10)
|
|
|
|
x_label = ctk.CTkLabel(
|
|
scrollable_frame,
|
|
text=f"X",
|
|
width=MAPPER_PREVIEW_MAX_WIDTH,
|
|
height=MAPPER_PREVIEW_MAX_HEIGHT,
|
|
)
|
|
x_label.grid(row=id, column=2, padx=10, pady=10)
|
|
|
|
button = ctk.CTkButton(
|
|
scrollable_frame,
|
|
text="Select target image",
|
|
command=lambda id=id: on_tbutton_click(map, id),
|
|
width=DEFAULT_BUTTON_WIDTH,
|
|
height=DEFAULT_BUTTON_HEIGHT,
|
|
fg_color=("gray75", "gray25"),
|
|
hover_color=("gray85", "gray35"),
|
|
corner_radius=10,
|
|
)
|
|
button.grid(row=id, column=3, padx=20, pady=10)
|
|
|
|
if "source" in item:
|
|
image = Image.fromarray(
|
|
cv2.cvtColor(item["source"]["cv2"], cv2.COLOR_BGR2RGB)
|
|
)
|
|
image = image.resize(
|
|
(MAPPER_PREVIEW_MAX_WIDTH, MAPPER_PREVIEW_MAX_HEIGHT), Image.LANCZOS
|
|
)
|
|
tk_image = ctk.CTkImage(image, size=image.size)
|
|
|
|
source_image = ctk.CTkLabel(
|
|
scrollable_frame,
|
|
text=f"S-{id}",
|
|
width=MAPPER_PREVIEW_MAX_WIDTH,
|
|
height=MAPPER_PREVIEW_MAX_HEIGHT,
|
|
)
|
|
source_image.grid(row=id, column=1, padx=10, pady=10)
|
|
source_image.configure(image=tk_image)
|
|
|
|
if "target" in item:
|
|
image = Image.fromarray(
|
|
cv2.cvtColor(item["target"]["cv2"], cv2.COLOR_BGR2RGB)
|
|
)
|
|
image = image.resize(
|
|
(MAPPER_PREVIEW_MAX_WIDTH, MAPPER_PREVIEW_MAX_HEIGHT), Image.LANCZOS
|
|
)
|
|
tk_image = ctk.CTkImage(image, size=image.size)
|
|
|
|
target_image = ctk.CTkLabel(
|
|
scrollable_frame,
|
|
text=f"T-{id}",
|
|
width=MAPPER_PREVIEW_MAX_WIDTH,
|
|
height=MAPPER_PREVIEW_MAX_HEIGHT,
|
|
)
|
|
target_image.grid(row=id, column=4, padx=20, pady=10)
|
|
target_image.configure(image=tk_image)
|
|
|
|
|
|
def update_webcam_source(
|
|
scrollable_frame: ctk.CTkScrollableFrame, map: list, button_num: int
|
|
) -> list:
|
|
global source_label_dict_live
|
|
|
|
source_path = ctk.filedialog.askopenfilename(
|
|
title="select an source image",
|
|
initialdir=RECENT_DIRECTORY_SOURCE,
|
|
filetypes=[img_ft],
|
|
)
|
|
|
|
if "source" in map[button_num]:
|
|
map[button_num].pop("source")
|
|
if button_num in source_label_dict_live:
|
|
source_label_dict_live[button_num].destroy()
|
|
del source_label_dict_live[button_num]
|
|
|
|
if source_path == "":
|
|
return map
|
|
else:
|
|
cv2_img = cv2.imread(source_path)
|
|
face = get_one_face(cv2_img)
|
|
|
|
if face:
|
|
x_min, y_min, x_max, y_max = face["bbox"]
|
|
|
|
map[button_num]["source"] = {
|
|
"cv2": cv2_img[int(y_min) : int(y_max), int(x_min) : int(x_max)],
|
|
"face": face,
|
|
}
|
|
|
|
image = Image.fromarray(
|
|
cv2.cvtColor(map[button_num]["source"]["cv2"], cv2.COLOR_BGR2RGB)
|
|
)
|
|
image = image.resize(
|
|
(MAPPER_PREVIEW_MAX_WIDTH, MAPPER_PREVIEW_MAX_HEIGHT), Image.LANCZOS
|
|
)
|
|
tk_image = ctk.CTkImage(image, size=image.size)
|
|
|
|
source_image = ctk.CTkLabel(
|
|
scrollable_frame,
|
|
text=f"S-{button_num}",
|
|
width=MAPPER_PREVIEW_MAX_WIDTH,
|
|
height=MAPPER_PREVIEW_MAX_HEIGHT,
|
|
)
|
|
source_image.grid(row=button_num, column=1, padx=10, pady=10)
|
|
source_image.configure(image=tk_image)
|
|
source_label_dict_live[button_num] = source_image
|
|
else:
|
|
update_pop_live_status("Face could not be detected in last upload!")
|
|
return map
|
|
|
|
|
|
def update_webcam_target(
|
|
scrollable_frame: ctk.CTkScrollableFrame, map: list, button_num: int
|
|
) -> list:
|
|
global target_label_dict_live
|
|
|
|
target_path = ctk.filedialog.askopenfilename(
|
|
title="select an target image",
|
|
initialdir=RECENT_DIRECTORY_SOURCE,
|
|
filetypes=[img_ft],
|
|
)
|
|
|
|
if "target" in map[button_num]:
|
|
map[button_num].pop("target")
|
|
if button_num in target_label_dict_live:
|
|
target_label_dict_live[button_num].destroy()
|
|
del target_label_dict_live[button_num]
|
|
|
|
if target_path == "":
|
|
return map
|
|
else:
|
|
cv2_img = cv2.imread(target_path)
|
|
face = get_one_face(cv2_img)
|
|
|
|
if face:
|
|
x_min, y_min, x_max, y_max = face["bbox"]
|
|
|
|
map[button_num]["target"] = {
|
|
"cv2": cv2_img[int(y_min) : int(y_max), int(x_min) : int(x_max)],
|
|
"face": face,
|
|
}
|
|
|
|
image = Image.fromarray(
|
|
cv2.cvtColor(map[button_num]["target"]["cv2"], cv2.COLOR_BGR2RGB)
|
|
)
|
|
image = image.resize(
|
|
(MAPPER_PREVIEW_MAX_WIDTH, MAPPER_PREVIEW_MAX_HEIGHT), Image.LANCZOS
|
|
)
|
|
tk_image = ctk.CTkImage(image, size=image.size)
|
|
|
|
target_image = ctk.CTkLabel(
|
|
scrollable_frame,
|
|
text=f"T-{button_num}",
|
|
width=MAPPER_PREVIEW_MAX_WIDTH,
|
|
height=MAPPER_PREVIEW_MAX_HEIGHT,
|
|
)
|
|
target_image.grid(row=button_num, column=4, padx=20, pady=10)
|
|
target_image.configure(image=tk_image)
|
|
target_label_dict_live[button_num] = target_image
|
|
else:
|
|
update_pop_live_status("Face could not be detected in last upload!")
|
|
return map
|