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faceswap/lib/gui/utils.py
torzdf be8e235eab
Gui v3.0b (#436)
* GUI version 3 (#411)

GUI version 3.0a

* Required for Shaonlu mode (#416)

Added two modes - Original and Shaonlu.
The later requires this file to function.

* model update (#417)

New, functional Original 128 model

* OriginalHighRes 128 model update (#418)

Required for OriginalHighRes Model to function

* Add OriginalHighRes 128 update to gui branch (#421)

* Required for Shaonlu mode (#416)

Added two modes - Original and Shaonlu.
The later requires this file to function.

* model update (#417)

New, functional Original 128 model

* OriginalHighRes 128 model update (#418)

Required for OriginalHighRes Model to function

* Dev gui (#420)

* reduce singletons

* Fix tooltips and screen boundaries on popup

* Remove dpi fix. Fix context filebrowsers

* fix tools.py execution and context filebrowser bugs

* Bugfixes (#422)

* Bump matplotlib requirement. Fix polyfit. Fix TQDM on sort

* Fixed memory usage at 6GB cards. (#423)

- Switched default encoder to ORIGINAL
- Fixed memory consumption. Tested with geforce gtx 9800 ti with 6Gb; batch_size 8 no OOM or memory warnings now.

* Staging (#426)

* altered trainer (#425)

altered trainer to accommodate with model change

* Update Model.py (#424)

- Added saving state (currently only saved epoch number, to be extended in future)
- Changed saving to ThreadPoolExecutor

* Add DPI Scaling (#428)

* Add dpi scaling

* Hotfix for effmpeg. (#429)

effmpeg fixed so it works both in cli and gui.
Initial work done to add previewing feature to effmpeg (currently does nothing).
Some small spacing changes in other files to improve PEP8 conformity.

* PEP8 Linting (#430)

* pep8 linting

* Requirements version bump (#432)

* altered trainer (#425)

altered trainer to accommodate with model change

* Update Model.py (#424)

- Added saving state (currently only saved epoch number, to be extended in future)
- Changed saving to ThreadPoolExecutor

* Requirements version bump (#431)

This bumps the versions of:

    scandir
    h5py
    Keras
    opencv-python

to their latest vesions.

Virtual Environment will need to be setup again to make use of these.

* High DPI Fixes (#433)

* dpi scaling

* DPI Fixes

* Fix and improve context manager. (#434)

effmpeg tool:
Context manager for GUI fixed.

Context manager in general:
Functionality extended to allow configuring the context with both:
  command -> action
  command -> variable (cli argument) -> action

* Change epoch option to iterations

* Change epochs to iterations
2018-06-20 19:25:31 +02:00

351 lines
14 KiB
Python

#!/usr/bin/env python3
""" Utility functions for the GUI """
import os
import sys
import tkinter as tk
from tkinter import filedialog, ttk
from PIL import Image, ImageTk
class Singleton(type):
""" Instigate a singleton.
From: https://stackoverflow.com/questions/6760685
Singletons are often frowned upon.
Feel free to instigate a better solution """
_instances = {}
def __call__(cls, *args, **kwargs):
if cls not in cls._instances:
cls._instances[cls] = super(Singleton,
cls).__call__(*args,
**kwargs)
return cls._instances[cls]
class FileHandler(object):
""" Raise a filedialog box and capture input """
def __init__(self, handletype, filetype, command=None, action=None,
variable=None):
all_files = ("All files", "*.*")
self.filetypes = {"default": (all_files,),
"alignments": (("JSON", "*.json"),
("Pickle", "*.p"),
("YAML", "*.yaml"),
all_files),
"config": (("Faceswap config files", "*.fsw"),
all_files),
"csv": (("Comma separated values", "*.csv"),
all_files),
"image": (("Bitmap", "*.bmp"),
("JPG", "*.jpeg", "*.jpg"),
("PNG", "*.png"),
("TIFF", "*.tif", "*.tiff"),
all_files),
"session": (("Faceswap session files", "*.fss"),
all_files),
"video": (("Audio Video Interleave", "*.avi"),
("Flash Video", "*.flv"),
("Matroska", "*.mkv"),
("MOV", "*.mov"),
("MP4", "*.mp4"),
("MPEG", "*.mpeg"),
("WebM", "*.webm"),
all_files)}
self.contexts = {
"effmpeg": {
"input": {"extract": "open",
"gen-vid": "dir",
"get-fps": "open",
"get-info": "open",
"mux-audio": "open",
"rescale": "open",
"rotate": "open",
"slice": "open"},
"output": {"extract": "dir",
"gen-vid": "save",
"get-fps": "nothing",
"get-info": "nothing",
"mux-audio": "save",
"rescale": "save",
"rotate": "save",
"slice": "save"}
}
}
self.defaults = self.set_defaults()
self.kwargs = self.set_kwargs(handletype, filetype, command, action,
variable)
self.retfile = getattr(self, handletype.lower())()
def set_defaults(self):
""" Set the default filetype to be first in list of filetypes,
or set a custom filetype if the first is not correct """
defaults = {key: val[0][1].replace("*", "")
for key, val in self.filetypes.items()}
defaults["default"] = None
defaults["video"] = ".mp4"
defaults["image"] = ".png"
return defaults
def set_kwargs(self, handletype, filetype, command, action, variable=None):
""" Generate the required kwargs for the requested browser """
kwargs = dict()
if handletype.lower() in ("open", "save", "filename", "savefilename"):
kwargs["filetypes"] = self.filetypes[filetype]
if self.defaults.get(filetype, None):
kwargs['defaultextension'] = self.defaults[filetype]
if handletype.lower() == "save":
kwargs["mode"] = "w"
if handletype.lower() == "open":
kwargs["mode"] = "r"
if handletype.lower() == "context":
kwargs["filetype"] = filetype
kwargs["command"] = command
kwargs["action"] = action
kwargs["variable"] = variable
return kwargs
def open(self):
""" Open a file """
return filedialog.askopenfile(**self.kwargs)
def save(self):
""" Save a file """
return filedialog.asksaveasfile(**self.kwargs)
def dir(self):
""" Get a directory location """
return filedialog.askdirectory(**self.kwargs)
def savedir(self):
""" Get a save dir location """
return filedialog.askdirectory(**self.kwargs)
def filename(self):
""" Get an existing file location """
return filedialog.askopenfilename(**self.kwargs)
def savefilename(self):
""" Get a save file location """
return filedialog.asksaveasfilename(**self.kwargs)
def nothing(self):
""" Method that does nothing, used for disabling open/save pop up """
return
def context(self):
""" Choose the correct file browser action based on context """
command = self.kwargs["command"]
action = self.kwargs["action"]
filetype = self.kwargs["filetype"]
variable = self.kwargs["variable"]
if self.contexts[command].get(variable, None) is not None:
handletype = self.contexts[command][variable][action]
else:
handletype = self.contexts[command][action]
self.kwargs = self.set_kwargs(handletype, filetype, command, action,
variable)
self.retfile = getattr(self, handletype.lower())()
class Images(object, metaclass=Singleton):
""" Holds locations of images and actual images """
def __init__(self, pathcache=None):
self.pathicons = os.path.join(pathcache, "icons")
self.pathpreview = os.path.join(pathcache, "preview")
self.pathoutput = None
self.previewoutput = None
self.previewtrain = dict()
self.errcount = 0
self.icons = dict()
self.icons["folder"] = tk.PhotoImage(file=os.path.join(self.pathicons,
"open_folder.png"))
self.icons["load"] = tk.PhotoImage(file=os.path.join(self.pathicons,
"open_file.png"))
self.icons["context"] = tk.PhotoImage(file=os.path.join(self.pathicons,
"open_file.png"))
self.icons["save"] = tk.PhotoImage(file=os.path.join(self.pathicons,
"save.png"))
self.icons["reset"] = tk.PhotoImage(file=os.path.join(self.pathicons,
"reset.png"))
self.icons["clear"] = tk.PhotoImage(file=os.path.join(self.pathicons,
"clear.png"))
self.icons["graph"] = tk.PhotoImage(file=os.path.join(self.pathicons,
"graph.png"))
self.icons["zoom"] = tk.PhotoImage(file=os.path.join(self.pathicons,
"zoom.png"))
self.icons["move"] = tk.PhotoImage(file=os.path.join(self.pathicons,
"move.png"))
def delete_preview(self):
""" Delete the preview files """
for item in os.listdir(self.pathpreview):
if item.startswith(".gui_preview_") and item.endswith(".jpg"):
fullitem = os.path.join(self.pathpreview, item)
os.remove(fullitem)
self.clear_image_cache()
def clear_image_cache(self):
""" Clear all cached images """
self.pathoutput = None
self.previewoutput = None
self.previewtrain = dict()
@staticmethod
def get_images(imgpath):
""" Get the images stored within the given directory """
if not os.path.isdir(imgpath):
return None
files = [os.path.join(imgpath, f)
for f in os.listdir(imgpath) if f.endswith((".png", ".jpg"))]
return files
def load_latest_preview(self):
""" Load the latest preview image for extract and convert """
imagefiles = self.get_images(self.pathoutput)
if not imagefiles or len(imagefiles) == 1:
self.previewoutput = None
return
# Get penultimate file so we don't accidently
# load a file that is being saved
show_file = sorted(imagefiles, key=os.path.getctime)[-2]
img = Image.open(show_file)
img.thumbnail((768, 432))
self.previewoutput = (img, ImageTk.PhotoImage(img))
def load_training_preview(self):
""" Load the training preview images """
imagefiles = self.get_images(self.pathpreview)
modified = None
if not imagefiles:
self.previewtrain = dict()
return
for img in imagefiles:
modified = os.path.getmtime(img) if modified is None else modified
name = os.path.basename(img)
name = os.path.splitext(name)[0]
name = name[name.rfind("_") + 1:].title()
try:
size = self.get_current_size(name)
self.previewtrain[name] = [Image.open(img), None, modified]
self.resize_image(name, size)
self.errcount = 0
except ValueError:
# This is probably an error reading the file whilst it's
# being saved so ignore it for now and only pick up if
# there have been multiple consecutive fails
if self.errcount < 10:
self.errcount += 1
else:
print("Error reading the preview file for {}".format(name))
self.previewtrain[name] = None
def get_current_size(self, name):
""" Return the size of the currently displayed image """
if not self.previewtrain.get(name, None):
return None
img = self.previewtrain[name][1]
if not img:
return None
return img.width(), img.height()
def resize_image(self, name, framesize):
""" Resize the training preview image
based on the passed in frame size """
displayimg = self.previewtrain[name][0]
if framesize:
frameratio = float(framesize[0]) / float(framesize[1])
imgratio = float(displayimg.size[0]) / float(displayimg.size[1])
if frameratio <= imgratio:
scale = framesize[0] / float(displayimg.size[0])
size = (framesize[0], int(displayimg.size[1] * scale))
else:
scale = framesize[1] / float(displayimg.size[1])
size = (int(displayimg.size[0] * scale), framesize[1])
# Hacky fix to force a reload if it happens to find corrupted
# data, probably due to reading the image whilst it is partially
# saved. If it continues to fail, then eventually raise.
for i in range(0, 1000):
try:
displayimg = displayimg.resize(size, Image.ANTIALIAS)
except OSError:
if i == 999:
raise
else:
continue
break
self.previewtrain[name][1] = ImageTk.PhotoImage(displayimg)
class ConsoleOut(ttk.Frame):
""" The Console out section of the GUI """
def __init__(self, parent, debug, tk_vars):
ttk.Frame.__init__(self, parent)
self.pack(side=tk.TOP, anchor=tk.W, padx=10, pady=(2, 0),
fill=tk.BOTH, expand=True)
self.console = tk.Text(self)
self.console_clear = tk_vars['consoleclear']
self.set_console_clear_var_trace()
self.debug = debug
self.build_console()
def set_console_clear_var_trace(self):
""" Set the trigger actions for the clear console var
when it has been triggered from elsewhere """
self.console_clear.trace("w", self.clear)
def build_console(self):
""" Build and place the console """
self.console.config(width=100, height=6, bg="gray90", fg="black")
self.console.pack(side=tk.LEFT, anchor=tk.N, fill=tk.BOTH, expand=True)
scrollbar = ttk.Scrollbar(self, command=self.console.yview)
scrollbar.pack(side=tk.LEFT, fill="y")
self.console.configure(yscrollcommand=scrollbar.set)
self.redirect_console()
def redirect_console(self):
""" Redirect stdout/stderr to console frame """
if self.debug:
print("Console debug activated. Outputting to main terminal")
else:
sys.stdout = SysOutRouter(console=self.console, out_type="stdout")
sys.stderr = SysOutRouter(console=self.console, out_type="stderr")
def clear(self, *args):
""" Clear the console output screen """
if not self.console_clear.get():
return
self.console.delete(1.0, tk.END)
self.console_clear.set(False)
class SysOutRouter(object):
""" Route stdout/stderr to the console window """
def __init__(self, console=None, out_type=None):
self.console = console
self.out_type = out_type
self.color = ("black" if out_type == "stdout" else "red")
def write(self, string):
""" Capture stdout/stderr """
self.console.insert(tk.END, string, self.out_type)
self.console.tag_config(self.out_type, foreground=self.color)
self.console.see(tk.END)
@staticmethod
def flush():
""" If flush is forced, send it to normal terminal """
sys.__stdout__.flush()