forked from xinntao/Real-ESRGAN
/
Real-ESRGAN.py
executable file
·201 lines (168 loc) · 7.79 KB
/
Real-ESRGAN.py
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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation; either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <https://www.gnu.org/licenses/>.
import gi
gi.require_version('Gimp', '3.0')
from gi.repository import Gimp
gi.require_version('GimpUi', '3.0')
from gi.repository import GimpUi
gi.require_version('Gegl', '0.4')
from gi.repository import Gegl
from gi.repository import GObject
from gi.repository import GLib
from gi.repository import Gio
import gettext
import os
import sys
from inference_realesrgan import apply_real_esr_gan
textdomain = 'gimp30-std-plug-ins'
gettext.bindtextdomain(textdomain, Gimp.locale_directory())
#gettext.bind_textdomain_codeset(textdomain, 'UTF-8')
gettext.textdomain(textdomain)
_ = gettext.gettext
def N_(message): return message
class ArgsFromDict:
def __init__(self, **entries):
self.__dict__.update(entries)
def save_image(image, drawable, file_path):
interlace, compression = 0, 2
Gimp.get_pdb().run_procedure(
"file-png-save",
[
GObject.Value(Gimp.RunMode, Gimp.RunMode.NONINTERACTIVE),
GObject.Value(Gimp.Image, image),
GObject.Value(GObject.TYPE_INT, 1),
GObject.Value(
Gimp.ObjectArray, Gimp.ObjectArray.new(Gimp.Drawable, [drawable], 0)
),
GObject.Value(
Gio.File,
Gio.File.new_for_path(file_path),
),
GObject.Value(GObject.TYPE_BOOLEAN, interlace),
GObject.Value(GObject.TYPE_INT, compression),
GObject.Value(GObject.TYPE_BOOLEAN, True),
GObject.Value(GObject.TYPE_BOOLEAN, True),
GObject.Value(GObject.TYPE_BOOLEAN, False),
GObject.Value(GObject.TYPE_BOOLEAN, True),
],
)
def load_image(file_path):
img = Gimp.get_pdb().run_procedure(
"gimp-file-load",
[
GObject.Value(Gimp.RunMode, Gimp.RunMode.NONINTERACTIVE),
GObject.Value(
Gio.File,
Gio.File.new_for_path(file_path),
),
]
).index(1)
return img
class SaveAndLoad(Gimp.PlugIn):
## GimpPlugIn virtual methods ##
def do_query_procedures(self):
# Localization for the menu entries. It has to be called in the
# query function only.
self.set_translation_domain(textdomain,
Gio.file_new_for_path(Gimp.locale_directory()))
return [ "plug-in-real-ESRGan-python" ]
def do_create_procedure(self, name):
procedure = Gimp.ImageProcedure.new(self, name,
Gimp.PDBProcType.PLUGIN,
self.run, None)
procedure.set_image_types("*")
procedure.set_sensitivity_mask (Gimp.ProcedureSensitivityMask.DRAWABLE)
procedure.set_menu_label(N_("Real ESRGan"))
procedure.set_icon_name(GimpUi.ICON_GEGL)
procedure.add_menu_path('<Image>/Filters')
procedure.set_documentation(N_("Real ESRGan"),
N_("Deep 4x resolution"),
name)
procedure.set_attribution("z-uo", "z-uo", "2021")
return procedure
def run(self, procedure, run_mode, image, n_drawables, drawables, args, run_data):
if n_drawables != 1:
msg = _("Procedure '{}' only works with one drawable.").format(procedure.get_name())
error = GLib.Error.new_literal(Gimp.PlugIn.error_quark(), msg, 0)
return procedure.new_return_values(Gimp.PDBStatusType.CALLING_ERROR, error)
else:
drawable = drawables[0]
if run_mode == Gimp.RunMode.INTERACTIVE:
gi.require_version('Gtk', '3.0')
from gi.repository import Gtk
gi.require_version('Gdk', '3.0')
from gi.repository import Gdk
GimpUi.init("Real-ESRGan.py")
dialog = GimpUi.Dialog(use_header_bar=True,
title=_("Real ESRGan"),
role="real-ESRGan-Python3")
dialog.add_button(_("_Cancel"), Gtk.ResponseType.CANCEL)
dialog.add_button(_("_OK"), Gtk.ResponseType.OK)
builder = Gtk.Builder()
dir_path = os.path.dirname(os.path.realpath(__file__))
builder.add_from_file(os.path.join(dir_path, "ui.glade"))
box = builder.get_object("box")
dialog.get_content_area().add(box)
box.show()
model_selector = builder.get_object("model_selector")
apha_upsampler_selector = builder.get_object("apha_upsampler_selector")
scale_spinner = builder.get_object("scale_spinner")
tile_spinner = builder.get_object("tile_spinner")
tile_pad_spinner = builder.get_object("tile_pad_spinner")
tile_prepad_spinner = builder.get_object("tile_prepad_spinner")
face_enhance = builder.get_object("face_enhance")
half = builder.get_object("half")
while (True):
response = dialog.run()
if response == Gtk.ResponseType.OK:
#base_dir = buffer.get_text(buffer.get_start_iter(), buffer.get_end_iter(), True)
dir_path = os.path.dirname(os.path.realpath(__file__))
input_path = os.path.join(dir_path, "results/cache.png")
# save
save_image(image, drawable, input_path)
# compute something and resave image
args = ArgsFromDict(**{
'input': input_path,
'model_name': model_selector.get_active_text(),
'output': 'results',
'outscale': scale_spinner.get_value(),
'suffix': 'out',
'tile': tile_spinner.get_value_as_int(),
'tile_pad': tile_pad_spinner.get_value_as_int(),
'pre_pad': tile_prepad_spinner.get_value_as_int(),
'face_enhance': face_enhance.get_active(),
'half': half.get_active(),
'alpha_upsampler': apha_upsampler_selector.get_active_text(),
'ext': 'auto',
})
apply_real_esr_gan(args)
# load and create layer
img = load_image(os.path.join(dir_path, "results/cache_out.png"))
result_layer = img.get_active_layer()
layer = Gimp.Layer.new_from_drawable(result_layer, image)
layer.set_name("loaded")
position = Gimp.get_pdb().run_procedure('gimp-image-get-item-position',
[image,
drawable]).index(1)
image.insert_layer(layer,None,position)
# close dialog
dialog.destroy()
break
else:
dialog.destroy()
return procedure.new_return_values(Gimp.PDBStatusType.CANCEL,
GLib.Error())
return procedure.new_return_values(Gimp.PDBStatusType.SUCCESS, GLib.Error())
Gimp.main(SaveAndLoad.__gtype__, sys.argv)