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GUI.py
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import os
import cv2
import tkinter as tk
from tkinter import filedialog, font
import numpy as np
from PIL import Image, ImageTk
import json
import time
import copy
import bisect
import torch
import torchvision
torchvision.disable_beta_transforms_warning()
import mimetypes
import webbrowser
import pickle
import rope.GUIElements as GE
import rope.Styles as style
import inspect #print(inspect.currentframe().f_back.f_code.co_name, 'resize_image')
class GUI(tk.Tk):
def __init__(self, models):
super().__init__()
self.models = models
self.title('Rope-Opal-03a')
self.target_media = []
self.target_video_file = []
self.action_q = []
self.video_image = []
self.video_loaded = False
self.image_loaded = False
self.image_file_name = []
self.stop_marker = []
self.stop_image = []
self.stop_marker_icon = []
self.window_last_change = []
self.blank = tk.PhotoImage()
self.output_folder = []
self.output_videos_text = []
self.target_media_buttons = []
self.input_videos_button = []
self.input_videos_text = []
self.target_media_canvas = []
self.source_faces_buttons = []
self.input_videos_button = []
self.input_faces_text = []
self.source_faces_canvas = []
self.video = []
self.video_slider = []
self.found_faces_canvas = []
self.merged_embedding_name = []
self.merged_embeddings_text = []
self.me_name = []
self.merged_faces_canvas = []
self.parameters = {}
self.control = {}
self.widget = {}
self.static_widget = {}
self.layer = {}
self.json_dict = {
"source videos": None,
"source faces": None,
"saved videos": None,
'dock_win_geom': [1400, 800, self.winfo_screenwidth()/2-400, self.winfo_screenheight()/2-510],
}
self.marker = {
'frame': '0',
'parameters': '',
'icon_ref': '',
}
self.markers = []
self.target_face = {
"TKButton": [],
"ButtonState": "off",
"Image": [],
"Embedding": [],
"SourceFaceAssignments": [],
"EmbeddingNumber": 0, #used for adding additional found faces
'AssignedEmbedding': [], #the currently assigned source embedding, including averaged ones
}
self.target_faces = []
self.source_face = {
"TKButton": [],
"ButtonState": "off",
"Image": [],
"Embedding": []
}
self.source_faces = []
#####
def create_gui(self):
# 1 x 3 Top level grid
self.grid_columnconfigure(0, weight=1)
self.grid_rowconfigure(0, weight=0)
self.grid_rowconfigure(1, weight=1)
self.grid_rowconfigure(2, weight=0)
self.configure(style.frame_style_bg)
# Top Frame
top_frame = tk.Frame(self, style.canvas_frame_label_1)
top_frame.grid(row=0, column=0, sticky='NEWS', padx=1, pady=1)
top_frame.grid_columnconfigure(0, weight=1)
top_frame.grid_columnconfigure(1, weight=0)
# Middle Frame
middle_frame = tk.Frame( self, style.frame_style_bg)
middle_frame.grid(row=1, column=0, sticky='NEWS', padx=0, pady=0)
middle_frame.grid_rowconfigure(0, weight=1)
# Videos and Faces
middle_frame.grid_columnconfigure(0, weight=0)
# Preview
middle_frame.grid_columnconfigure(1, weight=1)
# Parameters
middle_frame.grid_columnconfigure(2, weight=0)
# Scrollbar
middle_frame.grid_columnconfigure(3, weight=0)
# Bottom Frame
bottom_frame = tk.Frame( self, style.canvas_frame_label_1)
bottom_frame.grid(row=2, column=0, sticky='NEWS', padx=1, pady=1)
bottom_frame.grid_columnconfigure(0, minsize=100)
bottom_frame.grid_columnconfigure(1, weight=1)
bottom_frame.grid_columnconfigure(2, minsize=100)
####### Top Frame
# Left
# Label
self.layer['topleft'] = tk.Frame(top_frame, style.canvas_frame_label_1, height = 42)
self.layer['topleft'].grid(row=0, column=0, sticky='NEWS', pady=0)
# Buttons
self.widget['StartButton'] = GE.Button(self.layer['topleft'], 'StartRope', 1, self.load_all, None, 'control', 10, 9, width=200)
self.widget['OutputFolderButton'] = GE.Button(self.layer['topleft'], 'OutputFolder', 1, self.select_save_video_path, None, 'control', x=240, y=1, width=190)
self.output_videos_text = GE.Text(self.layer['topleft'], '', 1, 240, 20, 190, 20)
# Right
self.layer['topright'] = tk.Frame(top_frame, style.canvas_frame_label_1, height=42, width=413)
self.layer['topright'].grid(row=0, column=1, sticky='NEWS', pady=0)
self.control['ClearVramButton'] = GE.Button(self.layer['topright'], 'ClearVramButton', 1, self.clear_mem, None, 'control', x=5, y=9, width=85, height=20)
self.static_widget['vram_indicator'] = GE.VRAM_Indicator(self.layer['topright'], 1, 300, 20, 100, 11)
####### Middle Frame
### Videos and Faces
v_f_frame = tk.Frame(middle_frame, style.canvas_frame_label_3)
v_f_frame.grid(row=0, column=0, sticky='NEWS', padx=1, pady=0)
# Buttons
v_f_frame.grid_rowconfigure(0, weight=0)
# Input Media Canvas
v_f_frame.grid_rowconfigure(1, weight=1)
# Input Videos
v_f_frame.grid_columnconfigure(0, weight=0)
# Scrollbar
v_f_frame.grid_columnconfigure(1, weight=0)
# Input Faces Canvas
v_f_frame.grid_columnconfigure(0, weight=0)
# Scrollbar
v_f_frame.grid_columnconfigure(1, weight=0)
# Input Videos
# Button Frame
frame = tk.Frame(v_f_frame, style.canvas_frame_label_2, height = 42)
frame.grid(row=0, column=0, columnspan = 2, sticky='NEWS', padx=0, pady=0)
# Buttons
self.widget['VideoFolderButton'] = GE.Button(frame, 'LoadTVideos', 2, self.select_video_path, None, 'control', 10, 1, width=195)
self.input_videos_text = GE.Text(frame, '', 2, 10, 20, 190, 20)
# Input Videos Canvas
self.target_media_canvas = tk.Canvas(v_f_frame, style.canvas_frame_label_3, height=100, width=195)
self.target_media_canvas.grid(row=1, column=0, sticky='NEWS', padx=10, pady=10)
self.target_media_canvas.bind("<MouseWheel>", self.target_videos_mouse_wheel)
self.target_media_canvas.create_text(8, 20, anchor='w', fill='grey25', font=("Arial italic", 20), text=" Input Videos")
# Scroll Canvas
scroll_canvas = tk.Canvas(v_f_frame, style.canvas_frame_label_3, bd=0, )
scroll_canvas.grid(row=1, column=1, sticky='NEWS', padx=0, pady=0)
scroll_canvas.grid_rowconfigure(0, weight=1)
scroll_canvas.grid_columnconfigure(0, weight=1)
self.static_widget['input_videos_scrollbar'] = GE.Scrollbar_y(scroll_canvas, self.target_media_canvas)
# Input Faces
# Button Frame
frame = tk.Frame(v_f_frame, style.canvas_frame_label_2, height = 42)
frame.grid(row=0, column=2, columnspan = 2, sticky='NEWS', padx=0, pady=0)
# Buttons
self.widget['FacesFolderButton'] = GE.Button(frame, 'LoadSFaces', 2, self.select_faces_path, None, 'control', 10, 1, width=195)
self.input_faces_text = GE.Text(frame, '', 2, 10, 20, 190, 20)
# Scroll Canvas
self.source_faces_canvas = tk.Canvas(v_f_frame, style.canvas_frame_label_3, height = 100, width=195)
self.source_faces_canvas.grid(row=1, column=2, sticky='NEWS', padx=10, pady=10)
self.source_faces_canvas.bind("<MouseWheel>", self.source_faces_mouse_wheel)
self.source_faces_canvas.create_text(8, 20, anchor='w', fill='grey25', font=("Arial italic", 20), text=" Input Faces")
scroll_canvas = tk.Canvas(v_f_frame, style.canvas_frame_label_3, bd=0, )
scroll_canvas.grid(row=1, column=3, sticky='NEWS', padx=0, pady=0)
scroll_canvas.grid_rowconfigure(0, weight=1)
scroll_canvas.grid_columnconfigure(0, weight=1)
self.static_widget['input_faces_scrollbar'] = GE.Scrollbar_y(scroll_canvas, self.source_faces_canvas)
# GE.Separator_y(scroll_canvas, 14, 0)
GE.Separator_y(v_f_frame, 229, 0)
GE.Separator_x(v_f_frame, 0, 41)
### Preview
self.layer['preview_column'] = tk.Frame(middle_frame, style.canvas_bg)
self.layer['preview_column'].grid(row=0, column=1, sticky='NEWS', pady=0)
self.layer['preview_column'].grid_columnconfigure(0, weight=1)
# Preview Data
self.layer['preview_column'].grid_rowconfigure(0, weight=0)
# Preview Window
self.layer['preview_column'].grid_rowconfigure(1, weight=1)
# Timeline
self.layer['preview_column'].grid_rowconfigure(2, weight=0)
# MArkers
self.layer['preview_column'].grid_rowconfigure(3, weight=0)
# Controls
self.layer['preview_column'].grid_rowconfigure(4, weight=0)
# Found Faces
self.layer['preview_column'].grid_rowconfigure(5, weight=0)
# Merged Faces
self.layer['preview_column'].grid_rowconfigure(6, weight=0)
# Preview Data
preview_data = tk.Frame(self.layer['preview_column'], style.canvas_frame_label_2, height = 24)
preview_data.grid(row=0, column=0, sticky='NEWS', pady=0)
preview_data.grid_columnconfigure(0, weight=1)
preview_data.grid_columnconfigure(1, weight=1)
preview_data.grid_columnconfigure(2, weight=1)
preview_data.grid_rowconfigure(0, weight=0)
frame = tk.Frame(preview_data, style.canvas_frame_label_2, height = 24, width=100)
frame.grid(row=0, column=0)
self.widget['AudioButton'] = GE.Button(frame, 'Audio', 2, self.toggle_audio, None, 'control', x=0, y=0, width=100)
frame = tk.Frame(preview_data, style.canvas_frame_label_2, height = 24, width=100)
frame.grid(row=0, column=1)
self.widget['MaskViewButton'] = GE.Button(frame, 'MaskView', 2, self.toggle_maskview, None, 'control', x=0, y=0, width=100)
frame = tk.Frame(preview_data, style.canvas_frame_label_2, height = 24, width=120)
frame.grid(row=0, column=2)
self.widget['PreviewModeTextSel'] = GE.TextSelection(frame, 'PreviewModeTextSel', '', 2, self.set_view, '', 'control', width=120, height=20, x=0, y=0, text_percent=0.8)
# Preview Window
self.video = tk.Label(self.layer['preview_column'], bg='black')
self.video.grid(row=1, column=0, sticky='NEWS', padx=0, pady=0)
self.video.bind("<MouseWheel>", self.iterate_through_merged_embeddings)
self.video.bind("<ButtonRelease-1>", lambda event: self.toggle_play_video())
# Videos
# Timeline
# Slider
self.layer['slider_frame'] = tk.Frame(self.layer['preview_column'], style.canvas_frame_label_2, height=20)
self.layer['slider_frame'].grid(row=2, column=0, sticky='NEWS', pady=0)
self.video_slider = GE.Timeline(self.layer['slider_frame'], self.widget, self.temp_toggle_swapper, self.add_action)
# Markers
self.layer['markers_canvas'] = tk.Canvas(self.layer['preview_column'], style.canvas_frame_label_2, height = 20)
self.layer['markers_canvas'].grid(row=3, column=0, sticky='NEWS')
self.layer['markers_canvas'].bind('<Configure>', lambda e:self.update_marker(e.width))
# self.create_ui_button('ToggleStop', marker_frame, 140, 2, width=36, height=36)
# Controls
self.layer['preview_frame'] = tk.Frame(self.layer['preview_column'], style.canvas_bg, height = 40)
self.layer['preview_frame'].grid(row=4, column=0, sticky='NEWS')
self.layer['preview_frame'].grid_columnconfigure(0, weight=0)
self.layer['preview_frame'].grid_columnconfigure(1, weight=1)
self.layer['preview_frame'].grid_columnconfigure(2, weight=0)
self.layer['preview_frame'].grid_rowconfigure(0, weight=0)
self.layer['preview_frame'].grid_rowconfigure(1, weight=0)
# Left Side
self.layer['play_controls_left'] = tk.Frame(self.layer['preview_frame'], style.canvas_frame_label_2, height=30, width=100 )
self.layer['play_controls_left'].grid(row=0, column=0, sticky='NEWS', pady=0)
self.widget['SaveImageButton'] = GE.Button(self.layer['play_controls_left'], 'SaveImageButton', 2, self.save_image, None, 'control', x=10, y=5, width=100)
# Center
cente_frame = tk.Frame(self.layer['preview_frame'], style.canvas_frame_label_2, height=30, )
cente_frame.grid(row=0, column=1, sticky='NEWS', pady=0)
cente_frame.grid_columnconfigure(0, weight=0)
cente_frame.grid_rowconfigure(0, weight=0)
play_control_frame = tk.Frame(cente_frame, style.canvas_frame_label_2, height=30, width=270 )
play_control_frame.place(anchor="c", relx=.5, rely=.5)
column = 0
col_delta = 50
self.widget['TLBegButton'] = GE.Button(play_control_frame, 'TLBeginning', 2, self.preview_control, 'q', 'control', x=column , y=2, width=20)
column += col_delta
self.widget['TLLeftButton'] = GE.Button(play_control_frame, 'TLLeft', 2, self.preview_control, 'a', 'control', x=column , y=2, width=20)
column += col_delta
self.widget['TLRecButton'] = GE.Button(play_control_frame, 'Record', 2, self.toggle_rec_video, None, 'control', x=column , y=2, width=20)
column += col_delta
self.widget['TLPlayButton'] = GE.Button(play_control_frame, 'Play', 2, self.toggle_play_video, None, 'control', x=column , y=2, width=20)
column += col_delta
self.widget['TLRightButton'] = GE.Button(play_control_frame, 'TLRight', 2, self.preview_control, 'd', 'control', x=column , y=2, width=20)
# Right Side
right_playframe = tk.Frame(self.layer['preview_frame'], style.canvas_frame_label_2, height=30, width=100 )
right_playframe.grid(row=0, column=2, sticky='NEWS', pady=0)
self.widget['AddMarkerButton'] = GE.Button(right_playframe, 'AddMarkerButton', 2, self.update_marker, 'add', 'control', x=0, y=5, width=20)
self.widget['DelMarkerButton'] = GE.Button(right_playframe, 'DelMarkerButton', 2, self.update_marker, 'delete', 'control', x=25, y=5, width=20)
self.widget['PrevMarkerButton'] = GE.Button(right_playframe, 'PrevMarkerButton', 2, self.update_marker, 'prev', 'control', x=50, y=5, width=20)
self.widget['NextMarkerButton'] = GE.Button(right_playframe, 'NextMarkerButton', 2, self.update_marker, 'next', 'control', x=75, y=5, width=20)
# Images
self.layer['image_controls'] = tk.Frame(self.layer['preview_column'], style.canvas_frame_label_2, height=80)
self.layer['image_controls'].grid(row=2, column=0, rowspan=2, sticky='NEWS', pady=0)
self.widget['SaveImageButton'] = GE.Button(self.layer['image_controls'], 'SaveImageButton', 2, self.save_image, None, 'control', x=10, y=5, width=100)
self.widget['AutoSwapButton'] = GE.Button(self.layer['image_controls'], 'AutoSwapButton', 2, self.toggle_auto_swap, None, 'control', x=150, y=5, width=100)
self.layer['image_controls'].grid_forget()
# Found Faces
ff_frame = tk.Frame(self.layer['preview_column'], style.canvas_frame_label_1)
ff_frame.grid(row=5, column=0, sticky='NEWS', pady=1)
ff_frame.grid_columnconfigure(0, weight=0)
ff_frame.grid_columnconfigure(1, weight=1)
ff_frame.grid_rowconfigure(0, weight=0)
# Buttons
button_frame = tk.Frame(ff_frame, style.canvas_frame_label_2, height = 100, width = 112)
button_frame.grid( row = 0, column = 0, )
self.widget['FindFacesButton'] = GE.Button(button_frame, 'FindFaces', 2, self.find_faces, None, 'control', x=0, y=0, width=112, height=33)
self.widget['ClearFacesButton'] = GE.Button(button_frame, 'ClearFaces', 2, self.clear_faces, None, 'control', x=0, y=33, width=112, height=33)
self.widget['SwapFacesButton'] = GE.Button(button_frame, 'SwapFaces', 2, self.toggle_swapper, None, 'control', x=0, y=66, width=112, height=33)
# Scroll Canvas
self.found_faces_canvas = tk.Canvas(ff_frame, style.canvas_frame_label_3, height = 100 )
self.found_faces_canvas.grid( row = 0, column = 1, sticky='NEWS')
self.found_faces_canvas.bind("<MouseWheel>", self.target_faces_mouse_wheel)
self.found_faces_canvas.create_text(8, 45, anchor='w', fill='grey25', font=("Arial italic", 20), text=" Found Faces")
self.static_widget['20'] = GE.Separator_y(ff_frame, 111, 0)
# Merged Faces
mf_frame = tk.Frame(self.layer['preview_column'], style.canvas_frame_label_1)
mf_frame.grid(row=6, column=0, sticky='NEWS', pady=0)
mf_frame.grid_columnconfigure(0, minsize=10)
mf_frame.grid_columnconfigure(1, weight=1)
mf_frame.grid_rowconfigure(0, weight=0)
# Buttons
button_frame = tk.Frame(mf_frame, style.canvas_frame_label_2, height = 100, width = 112)
button_frame.grid( row = 0, column = 0, )
self.widget['DelEmbedButton'] = GE.Button(button_frame, 'DelEmbed', 2, self.delete_merged_embedding, None, 'control', x=0, y=0, width=112, height=33)
# Merged Embeddings Text
self.merged_embedding_name = tk.StringVar()
self.merged_embeddings_text = tk.Entry(button_frame, style.entry_2, textvariable=self.merged_embedding_name)
self.merged_embeddings_text.place(x=8, y=37, width = 96, height=20)
self.merged_embeddings_text.bind("<Return>", lambda event: self.save_selected_source_faces(self.merged_embedding_name))
self.me_name = self.nametowidget(self.merged_embeddings_text)
# Scroll Canvas
self.merged_faces_canvas = tk.Canvas(mf_frame, style.canvas_frame_label_3, height = 100)
self.merged_faces_canvas.grid( row = 0, column = 1, sticky='NEWS')
self.merged_faces_canvas.grid_rowconfigure(0, weight=1)
self.merged_faces_canvas.bind("<MouseWheel>", lambda event: self.merged_faces_canvas.xview_scroll(-int(event.delta/120.0), "units"))
self.merged_faces_canvas.create_text(8, 45, anchor='w', fill='grey25', font=("Arial italic", 20), text=" Merged Faces")
self.static_widget['21'] = GE.Separator_y(mf_frame, 111, 0)
### Parameters
width=398
r_frame = tk.Frame(middle_frame, style.canvas_frame_label_3, bd=0, width=width)
r_frame.grid(row=0, column=2, sticky='NEWS', pady=0, padx=1)
r_frame.grid_rowconfigure(0, weight=0)
r_frame.grid_rowconfigure(1, weight=1)
r_frame.grid_rowconfigure(2, weight=0)
r_frame.grid_columnconfigure(0, weight=0)
r_frame.grid_columnconfigure(1, weight=0)
parameters_control_frame = tk.Frame(r_frame, style.canvas_frame_label_2, bd=0, width=width, height = 42)
parameters_control_frame.grid(row=0, column=0, columnspan=2, sticky='NEWS', pady=0, padx=0)
parameters_control_frame.grid_columnconfigure(0, weight=1)
parameters_control_frame.grid_columnconfigure(1, weight=1)
parameters_control_frame.grid_columnconfigure(2, weight=1)
parameters_control_frame.grid_rowconfigure(0, weight=0)
frame = tk.Frame(parameters_control_frame, style.canvas_frame_label_2, height = 42, width=100)
frame.grid(row=0, column=0)
self.widget['SaveParamsButton'] = GE.Button(frame, 'SaveParamsButton', 2, self.parameter_io, 'save', 'control', x=0 , y=8, width=100)
frame = tk.Frame(parameters_control_frame, style.canvas_frame_label_2, height = 42, width=100)
frame.grid(row=0, column=1)
self.widget['LoadParamsButton'] = GE.Button(frame, 'LoadParamsButton', 2, self.parameter_io, 'load', 'control', x=0 , y=8, width=100)
frame = tk.Frame(parameters_control_frame, style.canvas_frame_label_2, height = 42, width=100)
frame.grid(row=0, column=2)
self.widget['DefaultParamsButton'] = GE.Button(frame, 'DefaultParamsButton', 2, self.parameter_io, 'default', 'control', x=0 , y=8, width=100)
canvas = tk.Canvas(r_frame, style.canvas_frame_label_3, bd=0, width=width)
canvas.grid(row=1, column=0, sticky='NEWS', pady=0, padx=0)
parameters_canvas = tk.Frame(canvas, style.canvas_frame_label_3, bd=0, width=width, height=1000)
parameters_canvas.grid(row=0, column=0, sticky='NEWS', pady=0, padx=0)
canvas.create_window(0, 0, window = parameters_canvas, anchor='nw')
scroll_canvas = tk.Canvas(r_frame, style.canvas_frame_label_3, bd=0, )
scroll_canvas.grid(row=1, column=1, sticky='NEWS', pady=0)
scroll_canvas.grid_rowconfigure(0, weight=1)
scroll_canvas.grid_columnconfigure(0, weight=1)
GE.Scrollbar_y(scroll_canvas, canvas)
self.static_widget['30'] = GE.Separator_x(parameters_control_frame, 0, 41)
### Layout ###
top_border_delta = 25
bottom_border_delta = 5
switch_delta = 25
row_delta = 20
row = 1
column = 160
# Restore
self.widget['RestorerSwitch'] = GE.Switch2(parameters_canvas, 'RestorerSwitch', 'Restorer', 3, self.update_data, 'parameter', 398, 20, 1, row)
row += switch_delta
self.widget['RestorerTypeTextSel'] = GE.TextSelection(parameters_canvas, 'RestorerTypeTextSel', 'Restorer Type', 3, self.update_data, 'parameter', 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['RestorerDetTypeTextSel'] = GE.TextSelection(parameters_canvas, 'RestorerDetTypeTextSel', 'Detection Alignment', 3, self.update_data, 'parameter', 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['RestorerSlider'] = GE.Slider2(parameters_canvas, 'RestorerSlider', 'Blend', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['9'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# Threshhold
self.widget['ThresholdSlider'] = GE.Slider2(parameters_canvas, 'ThresholdSlider', 'Similarity Threshhold', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['3'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# Orientation
self.widget['OrientSwitch'] = GE.Switch2(parameters_canvas, 'OrientSwitch', 'Orientation', 3, self.update_data, 'parameter', 398, 20, 1, row)
row += switch_delta
self.widget['OrientSlider'] = GE.Slider2(parameters_canvas, 'OrientSlider', 'Angle', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['2'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# Strength
self.widget['StrengthSwitch'] = GE.Switch2(parameters_canvas, 'StrengthSwitch', 'Strength', 3, self.update_data, 'parameter', 398, 20, 1, row)
row += switch_delta
self.widget['StrengthSlider'] = GE.Slider2(parameters_canvas, 'StrengthSlider', 'Amount', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['5'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# Border
self.widget['BorderTopSlider'] = GE.Slider2(parameters_canvas, 'BorderTopSlider', 'Top Border Distance', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['BorderSidesSlider'] = GE.Slider2(parameters_canvas, 'BorderSidesSlider', 'Sides Border Distance', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['BorderBottomSlider'] = GE.Slider2(parameters_canvas, 'BorderBottomSlider', 'Bottom Border Distance', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['BorderBlurSlider'] = GE.Slider2(parameters_canvas, 'BorderBlurSlider', 'Border Blend', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['7'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# Diff
self.widget['DiffSwitch'] = GE.Switch2(parameters_canvas, 'DiffSwitch', 'Differencing', 3, self.update_data, 'parameter', 398, 20, 1, row)
row += switch_delta
self.widget['DiffSlider'] = GE.Slider2(parameters_canvas, 'DiffSlider', 'Amount', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['8'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# Occluder
self.widget['OccluderSwitch'] = GE.Switch2(parameters_canvas, 'OccluderSwitch', 'Occluder', 3, self.update_data, 'parameter', 398, 20, 1, row)
row += switch_delta
self.widget['OccluderSlider'] = GE.Slider2(parameters_canvas, 'OccluderSlider', 'Size', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['10'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# FaceParser - Face
self.widget['FaceParserSwitch'] = GE.Switch2(parameters_canvas, 'FaceParserSwitch', 'Face Parser', 3, self.update_data, 'parameter', 398, 20, 1, row)
row += switch_delta
self.widget['FaceParserSlider'] = GE.Slider2(parameters_canvas, 'FaceParserSlider', 'Background', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['MouthParserSlider'] = GE.Slider2(parameters_canvas, 'MouthParserSlider', 'Mouth', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['12'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# CLIP
self.widget['CLIPSwitch'] = GE.Switch2(parameters_canvas, 'CLIPSwitch', 'Text-Based Masking', 3, self.update_data, 'parameter', 398, 20, 1, row)
row += switch_delta
self.widget['CLIPTextEntry'] = GE.Text_Entry(parameters_canvas, 'CLIPTextEntry', 'Text-Based Masking', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['CLIPSlider'] = GE.Slider2(parameters_canvas, 'CLIPSlider', 'Amount', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['12'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# Blur
self.widget['BlendSlider'] = GE.Slider2(parameters_canvas, 'BlendSlider', 'Overall Mask Blend', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['13'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# Color Adjustments
self.widget['ColorSwitch'] = GE.Switch2(parameters_canvas, 'ColorSwitch', 'Color Adjustments', 3, self.update_data, 'parameter', 398, 20, 1, row)
row += switch_delta
self.widget['ColorRedSlider'] = GE.Slider2(parameters_canvas, 'ColorRedSlider', 'Red', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['ColorGreenSlider'] = GE.Slider2(parameters_canvas, 'ColorGreenSlider', 'Green', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['ColorBlueSlider'] = GE.Slider2(parameters_canvas, 'ColorBlueSlider', 'Blue', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['6'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# KPS Adjustment and scaling
self.widget['FaceAdjSwitch'] = GE.Switch2(parameters_canvas, 'FaceAdjSwitch', 'Input Face Adjustments', 3, self.update_data, 'parameter', 398, 20, 1, row)
row += switch_delta
self.widget['KPSXSlider'] = GE.Slider2(parameters_canvas, 'KPSXSlider', 'KPS - X', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['KPSYSlider'] = GE.Slider2(parameters_canvas, 'KPSYSlider', 'KPS - Y', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['KPSScaleSlider'] = GE.Slider2(parameters_canvas, 'KPSScaleSlider', 'KPS - Scale', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['FaceScaleSlider'] = GE.Slider2(parameters_canvas, 'FaceScaleSlider', 'Face Scale', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += top_border_delta
self.static_widget['4'] = GE.Separator_x(parameters_canvas, 0, row)
row += bottom_border_delta
# Cats and Dogs
self.widget['ThreadsSlider'] = GE.Slider2(parameters_canvas, 'ThreadsSlider', 'Threads', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['DetectTypeTextSel'] = GE.TextSelection(parameters_canvas, 'DetectTypeTextSel', 'Detection Type', 3, self.update_data, 'parameter', 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['DetectScoreSlider'] = GE.Slider2(parameters_canvas, 'DetectScoreSlider', 'Detect Score', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['RecordTypeTextSel'] = GE.TextSelection(parameters_canvas, 'RecordTypeTextSel', 'Record Type', 3, self.update_data, 'parameter', 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['VideoQualSlider'] = GE.Slider2(parameters_canvas, 'VideoQualSlider', 'FFMPEG Quality', 3, self.update_data, 'parameter', 398, 20, 1, row, 0.62)
row += row_delta
self.widget['MergeTextSel'] = GE.TextSelection(parameters_canvas, 'MergeTextSel', 'Merge Math', 3, self.update_data, 'control', 'control', 398, 20, 1, row, 0.62)
### Other
self.layer['tooltip_frame'] = tk.Frame(r_frame, style.canvas_frame_label_3, height=80)
self.layer['tooltip_frame'].grid(row=2, column=0, columnspan=2, sticky='NEWS', padx=0, pady=0)
self.layer['tooltip_label'] = tk.Label(self.layer['tooltip_frame'], style.info_label, wraplength=width-10, image=self.blank, compound='left', height=80, width=width-10)
self.layer['tooltip_label'].place(x=5, y=5)
self.static_widget['13'] = GE.Separator_x(self.layer['tooltip_frame'], 0, 0)
######### Options
self.status_left_label = tk.Label(bottom_frame, style.donate_1, cursor="hand2", text=" Questions/Help/Discussions (Discord)")
self.status_left_label.grid( row = 0, column = 0, sticky='NEWS')
self.status_left_label.bind("<Button-1>", lambda e: self.callback("https://discord.gg/EcdVAFJzqp"))
self.status_label = tk.Label(bottom_frame, style.donate_1, text="Rope Github")
self.status_label.grid( row = 0, column = 1, sticky='NEWS')
self.status_label.bind("<Button-1>", lambda e: self.callback("https://github.com/Hillobar/Rope"))
self.donate_label = tk.Label(bottom_frame, style.donate_1, text="Enjoy Rope? Please Support! (Paypal) ", anchor='e')
self.donate_label.grid( row = 0, column = 2, sticky='NEWS')
self.donate_label.bind("<Button-1>", lambda e: self.callback("https://www.paypal.com/donate/?hosted_button_id=Y5SB9LSXFGRF2"))
def update_data(self, mode, name, use_markers=False):
# print(inspect.currentframe().f_back.f_code.co_name,)
if mode=='parameter':
self.parameters[name] = self.widget[name].get()
self.add_action('parameters', self.parameters)
if use_markers:
self.add_action('get_requested_video_frame', self.video_slider.get())
else:
self.add_action('get_requested_video_frame_without_markers', self.video_slider.get())
elif mode=='control':
self.control[name] = self.widget[name].get()
self.add_action('control', self.control)
if use_markers:
self.add_action('get_requested_video_frame', self.video_slider.get())
else:
self.add_action('get_requested_video_frame_without_markers', self.video_slider.get())
def callback(self, url):
webbrowser.open_new_tab(url)
def target_faces_mouse_wheel(self, event):
self.found_faces_canvas.xview_scroll(1*int(event.delta/120.0), "units")
def source_faces_mouse_wheel(self, event):
self.source_faces_canvas.yview_scroll(-int(event.delta/120.0), "units")
# Center of visible canvas as a percentage of the entire canvas
center = (self.source_faces_canvas.yview()[1]-self.source_faces_canvas.yview()[0])/2
center = center+self.source_faces_canvas.yview()[0]
self.static_widget['input_faces_scrollbar'].set(center)
def target_videos_mouse_wheel(self, event):
self.target_media_canvas.yview_scroll(-int(event.delta/120.0), "units")
# Center of visible canvas as a percentage of the entire canvas
center = (self.target_media_canvas.yview()[1]-self.target_media_canvas.yview()[0])/2
center = center+self.target_media_canvas.yview()[0]
self.static_widget['input_videos_scrollbar'].set(center)
def parameters_mouse_wheel(self, event):
self.canvas.yview_scroll(1*int(event.delta/120.0), "units")
# focus_get()
def preview_control(self, event):
# print(event.char, event.keysym, event.keycode)
# print(type(event))
if isinstance(event, str):
event = event
else:
event = event.char
# if self.focus_get() != self.CLIP_name and self.focus_get() != self.me_name and self.parameters['ImgVidMode'] == 0:
if self.widget['PreviewModeTextSel'].get()=='Video' and self.video_loaded:
frame = self.video_slider.get()
video_length = self.video_slider.get_length()
if event == ' ':
self.toggle_play_video()
elif event == 'w':
frame += 1
if frame > video_length:
frame = video_length
self.video_slider.set(frame)
self.add_action("get_requested_video_frame", frame)
# self.parameter_update_from_marker(frame)
elif event == 's':
frame -= 1
if frame < 0:
frame = 0
self.video_slider.set(frame)
self.add_action("get_requested_video_frame", frame)
# self.parameter_update_from_marker(frame)
elif event == 'd':
frame += 30
if frame > video_length:
frame = video_length
self.video_slider.set(frame)
self.add_action("get_requested_video_frame", frame)
# self.parameter_update_from_marker(frame)
elif event == 'a':
frame -= 30
if frame < 0:
frame = 0
self.video_slider.set(frame)
self.add_action("get_requested_video_frame", frame)
# self.parameter_update_from_marker(frame)
elif event == 'q':
frame = 0
self.video_slider.set(frame)
self.add_action("get_requested_video_frame", frame)
# self.parameter_update_from_marker(frame)
# refactor - make sure files are closed
def initialize_gui( self ):
json_object = {}
# check if data.json exists, if not then create it, else load it
try:
data_json_file = open("data.json", "r")
except:
with open("data.json", "w") as outfile:
json.dump(self.json_dict, outfile)
else:
json_object = json.load(data_json_file)
data_json_file.close()
# Window position and size
try:
self.json_dict['dock_win_geom'] = json_object['dock_win_geom']
except:
self.json_dict['dock_win_geom'] = self.json_dict['dock_win_geom']
# Initialize the window sizes and positions
self.geometry('%dx%d+%d+%d' % (self.json_dict['dock_win_geom'][0], self.json_dict['dock_win_geom'][1] , self.json_dict['dock_win_geom'][2], self.json_dict['dock_win_geom'][3]))
self.window_last_change = self.winfo_geometry()
# self.bind('<Key>', lambda event: self.key_event(event))
# self.bind('<space>', lambda event: self.key_event(event))
self.resizable(width=True, height=True)
# Build UI, update ui with default data
self.create_gui()
self.video_image = cv2.cvtColor(cv2.imread('./rope/media/splash.png'), cv2.COLOR_BGR2RGB)
self.resize_image()
# Create parameters and controls and and selctively fill with UI data
for key, value in self.widget.items():
self.widget[key].add_info_frame(self.layer['tooltip_label'])
if self.widget[key].get_data_type()=='parameter':
self.parameters[key] = self.widget[key].get()
elif self.widget[key].get_data_type()=='control':
self.control[key] = self.widget[key].get()
try:
self.json_dict["source videos"] = json_object["source videos"]
except KeyError:
self.widget['VideoFolderButton'].error_button()
else:
if self.json_dict["source videos"] == None:
self.widget['VideoFolderButton'].error_button()
else:
path = self.create_path_string(self.json_dict["source videos"], 28)
self.input_videos_text.configure(text=path)
try:
self.json_dict["source faces"] = json_object["source faces"]
except KeyError:
self.widget['FacesFolderButton'].error_button()
else:
if self.json_dict["source faces"] == None:
self.widget['FacesFolderButton'].error_button()
else:
path = self.create_path_string(self.json_dict["source faces"], 28)
self.input_faces_text.configure(text=path)
try:
self.json_dict["saved videos"] = json_object["saved videos"]
except KeyError:
self.widget['OutputFolderButton'].error_button()
else:
if self.json_dict["saved videos"] == None:
self.widget['OutputFolderButton'].error_button()
else:
path = self.create_path_string(self.json_dict["saved videos"], 28)
self.output_videos_text.configure(text=path)
self.add_action("saved_video_path", self.json_dict["saved videos"])
# Check for a user parameters file and load if present
try:
parameters_json_file = open("saved_parameters.json", "r")
except:
pass
else:
temp = json.load(parameters_json_file)
parameters_json_file.close()
for key, value in self.parameters.items():
try:
self.parameters[key] = temp[key]
except KeyError:
pass
# Update the UI
for key, value in self.parameters.items():
self.widget[key].set(value, request_frame=False)
self.add_action('parameters', self.parameters)
self.add_action('control', self.control)
self.widget['StartButton'].error_button()
def create_path_string(self, path, text_len):
if len(path)>text_len:
last_folder = os.path.basename(os.path.normpath(path))
last_folder_len = len(last_folder)
if last_folder_len>text_len:
path = path[:3]+'...'+path[-last_folder_len+6:]
else:
path = path[:text_len-last_folder_len]+'.../'+path[-last_folder_len:]
return path
def load_all(self):
if not self.json_dict["source videos"] or not self.json_dict["source faces"]:
print("Please set faces and videos folders first!")
return
self.populate_target_videos()
self.load_source_faces()
self.widget['StartButton'].enable_button()
def select_video_path(self):
temp = self.json_dict["source videos"]
self.json_dict["source videos"] = filedialog.askdirectory(title="Select Target Videos Folder", initialdir=temp)
path = self.create_path_string(self.json_dict["source videos"], 28)
self.input_videos_text.configure(text=path)
with open("data.json", "w") as outfile:
json.dump(self.json_dict, outfile)
outfile.close()
self.widget['VideoFolderButton'].set(False, request_frame=False)
self.populate_target_videos()
def select_save_video_path(self):
temp = self.json_dict["saved videos"]
self.json_dict["saved videos"] = filedialog.askdirectory(title="Select Save Video Folder", initialdir=temp)
path = self.create_path_string(self.json_dict["saved videos"], 28)
self.output_videos_text.configure(text=path)
with open("data.json", "w") as outfile:
json.dump(self.json_dict, outfile)
outfile.close()
self.widget['OutputFolderButton'].set(False, request_frame=False)
self.add_action("saved_video_path",self.json_dict["saved videos"])
def select_faces_path(self):
temp = self.json_dict["source faces"]
self.json_dict["source faces"] = filedialog.askdirectory(title="Select Source Faces Folder", initialdir=temp)
path = self.create_path_string(self.json_dict["source faces"], 28)
self.input_faces_text.configure(text=path)
with open("data.json", "w") as outfile:
json.dump(self.json_dict, outfile)
outfile.close()
self.widget['FacesFolderButton'].set(False, request_frame=False)
self.load_source_faces()
def load_source_faces(self):
self.source_faces = []
self.merged_faces_canvas.delete("all")
self.source_faces_canvas.delete("all")
# First load merged embeddings
try:
temp0 = []
with open("merged_embeddings.txt", "r") as embedfile:
temp = embedfile.read().splitlines()
for i in range(0, len(temp), 513):
to = [temp[i][6:], np.array(temp[i+1:i+513], dtype='float32')]
temp0.append(to)
for j in range(len(temp0)):
new_source_face = self.source_face.copy()
self.source_faces.append(new_source_face)
self.source_faces[j]["ButtonState"] = False
self.source_faces[j]["Embedding"] = temp0[j][1]
self.source_faces[j]["TKButton"] = tk.Button(self.merged_faces_canvas, style.media_button_off_3, image=self.blank, text=temp0[j][0], height=14, width=84, compound='left')
self.source_faces[j]["TKButton"].bind("<ButtonRelease-1>", lambda event, arg=j: self.toggle_source_faces_buttons_state(event, arg))
self.source_faces[j]["TKButton"].bind("<Shift-ButtonRelease-1>", lambda event, arg=j: self.toggle_source_faces_buttons_state_shift(event, arg))
self.source_faces[j]["TKButton"].bind("<MouseWheel>", lambda event: self.merged_faces_canvas.xview_scroll(-int(event.delta/120.0), "units"))
self.merged_faces_canvas.create_window((j//4)*92,8+(22*(j%4)), window = self.source_faces[j]["TKButton"],anchor='nw')
self.merged_faces_canvas.configure(scrollregion = self.merged_faces_canvas.bbox("all"))
self.merged_faces_canvas.xview_moveto(0)
except:
pass
shift_i_len = len(self.source_faces)
# Next Load images
directory = self.json_dict["source faces"]
filenames = [os.path.join(dirpath,f) for (dirpath, dirnames, filenames) in os.walk(directory) for f in filenames]
faces = []
# torch.cuda.memory._record_memory_history(True, trace_alloc_max_entries=100000, trace_alloc_record_context=True)
for file in filenames: # Does not include full path
# Find all faces and ad to faces[]
# Guess File type based on extension
try:
file_type = mimetypes.guess_type(file)[0][:5]
except:
print('Unrecognized file type:', file)
else:
# Its an image
if file_type == 'image':
img = cv2.imread(file)
if img is not None:
img = torch.from_numpy(img.astype('uint8')).to('cuda')
pad_scale = 0.2
padded_width = int(img.size()[1]*(1.+pad_scale))
padded_height = int(img.size()[0]*(1.+pad_scale))
padding = torch.zeros((padded_height, padded_width, 3), dtype=torch.uint8, device='cuda:0')
width_start = int(img.size()[1]*pad_scale/2)
width_end = width_start+int(img.size()[1])
height_start = int(img.size()[0]*pad_scale/2)
height_end = height_start+int(img.size()[0])
padding[height_start:height_end, width_start:width_end, :] = img
img = padding
img = img.permute(2,0,1)
try:
kpss = self.models.run_detect(img, max_num=1)[0] # Just one face here
except IndexError:
print('Image cropped too close:', file)
else:
face_emb, cropped_image = self.models.run_recognize(img, kpss)
crop = cv2.cvtColor(cropped_image.cpu().numpy(), cv2.COLOR_BGR2RGB)
crop = cv2.resize(crop, (85, 85))
faces.append([crop, face_emb])
else:
print('Bad file', file)
# snapshot = torch.cuda.memory._snapshot()
# with open(f"snapshot.pickle", "wb") as f:
# pickle.dump(snapshot, f)
torch.cuda.empty_cache()
# Add faces[] images to buttons
delx, dely = 100, 100
for i in range(len(faces)):
# Copy the template dict
new_source_face = self.source_face.copy()
self.source_faces.append(new_source_face)
shift_i = i+ shift_i_len
self.source_faces[shift_i]["Image"] = ImageTk.PhotoImage(image=Image.fromarray(faces[i][0]))
self.source_faces[shift_i]["Embedding"] = faces[i][1]
self.source_faces[shift_i]["TKButton"] = tk.Button(self.source_faces_canvas, style.media_button_off_3, image= self.source_faces[shift_i]["Image"], height = 90, width = 90)
self.source_faces[shift_i]["ButtonState"] = False
self.source_faces[shift_i]["TKButton"].bind("<ButtonRelease-1>", lambda event, arg=shift_i: self.toggle_source_faces_buttons_state(event, arg))
self.source_faces[shift_i]["TKButton"].bind("<Shift-ButtonRelease-1>", lambda event, arg=shift_i: self.toggle_source_faces_buttons_state_shift(event, arg))
self.source_faces[shift_i]["TKButton"].bind("<MouseWheel>", self.source_faces_mouse_wheel)
self.source_faces_canvas.create_window((i%2)*delx, (i//2)*dely, window = self.source_faces[shift_i]["TKButton"],anchor='nw')
self.static_widget['input_faces_scrollbar'].resize_scrollbar(None)
def find_faces(self):