| from PyQt5.QtWidgets import ( |
| QWidget, |
| QPushButton, |
| QHBoxLayout, |
| QVBoxLayout, |
| QLabel, |
| QLineEdit, |
| QMainWindow, |
| QSlider, |
| QTabWidget, |
| QSpacerItem, |
| QSizePolicy, |
| QComboBox, |
| QCheckBox, |
| QTextEdit, |
| QToolButton, |
| QFileDialog, |
| ) |
| from PyQt5 import QtWidgets, QtCore |
| from PyQt5.QtGui import QPixmap, QDesktopServices |
| from PyQt5.QtCore import QSize, QThreadPool, Qt, QUrl |
|
|
| from PIL.ImageQt import ImageQt |
| from constants import ( |
| LCM_DEFAULT_MODEL, |
| LCM_DEFAULT_MODEL_OPENVINO, |
| APP_NAME, |
| APP_VERSION, |
| ) |
| from frontend.gui.image_generator_worker import ImageGeneratorWorker |
| from app_settings import AppSettings |
| from paths import FastStableDiffusionPaths |
| from frontend.utils import is_reshape_required |
| from context import Context |
| from models.interface_types import InterfaceType |
| from constants import DEVICE |
| from frontend.utils import enable_openvino_controls, get_valid_model_id |
| from backend.models.lcmdiffusion_setting import DiffusionTask |
|
|
| |
| QtWidgets.QApplication.setAttribute(QtCore.Qt.AA_EnableHighDpiScaling, True) |
| QtWidgets.QApplication.setAttribute(QtCore.Qt.AA_UseHighDpiPixmaps, True) |
|
|
|
|
| class MainWindow(QMainWindow): |
| def __init__(self, config: AppSettings): |
| super().__init__() |
| self.config = config |
| self.setWindowTitle(APP_NAME) |
| self.setFixedSize(QSize(600, 670)) |
| self.init_ui() |
| self.pipeline = None |
| self.threadpool = QThreadPool() |
| self.device = "cpu" |
| self.previous_width = 0 |
| self.previous_height = 0 |
| self.previous_model = "" |
| self.previous_num_of_images = 0 |
| self.context = Context(InterfaceType.GUI) |
| self.init_ui_values() |
| self.gen_images = [] |
| self.image_index = 0 |
| print(f"Output path : { self.config.settings.results_path}") |
|
|
| def init_ui_values(self): |
| self.lcm_model.setEnabled( |
| not self.config.settings.lcm_diffusion_setting.use_openvino |
| ) |
| self.guidance.setValue( |
| int(self.config.settings.lcm_diffusion_setting.guidance_scale * 10) |
| ) |
| self.seed_value.setEnabled(self.config.settings.lcm_diffusion_setting.use_seed) |
| self.safety_checker.setChecked( |
| self.config.settings.lcm_diffusion_setting.use_safety_checker |
| ) |
| self.use_openvino_check.setChecked( |
| self.config.settings.lcm_diffusion_setting.use_openvino |
| ) |
| self.width.setCurrentText( |
| str(self.config.settings.lcm_diffusion_setting.image_width) |
| ) |
| self.height.setCurrentText( |
| str(self.config.settings.lcm_diffusion_setting.image_height) |
| ) |
| self.inference_steps.setValue( |
| int(self.config.settings.lcm_diffusion_setting.inference_steps) |
| ) |
| self.seed_check.setChecked(self.config.settings.lcm_diffusion_setting.use_seed) |
| self.seed_value.setText(str(self.config.settings.lcm_diffusion_setting.seed)) |
| self.use_local_model_folder.setChecked( |
| self.config.settings.lcm_diffusion_setting.use_offline_model |
| ) |
| self.results_path.setText(self.config.settings.results_path) |
| self.num_images.setValue( |
| self.config.settings.lcm_diffusion_setting.number_of_images |
| ) |
| self.use_tae_sd.setChecked( |
| self.config.settings.lcm_diffusion_setting.use_tiny_auto_encoder |
| ) |
| self.use_lcm_lora.setChecked( |
| self.config.settings.lcm_diffusion_setting.use_lcm_lora |
| ) |
| self.lcm_model.setCurrentText( |
| get_valid_model_id( |
| self.config.lcm_models, |
| self.config.settings.lcm_diffusion_setting.lcm_model_id, |
| LCM_DEFAULT_MODEL, |
| ) |
| ) |
| self.base_model_id.setCurrentText( |
| get_valid_model_id( |
| self.config.stable_diffsuion_models, |
| self.config.settings.lcm_diffusion_setting.lcm_lora.base_model_id, |
| ) |
| ) |
| self.lcm_lora_id.setCurrentText( |
| get_valid_model_id( |
| self.config.lcm_lora_models, |
| self.config.settings.lcm_diffusion_setting.lcm_lora.lcm_lora_id, |
| ) |
| ) |
| self.openvino_lcm_model_id.setCurrentText( |
| get_valid_model_id( |
| self.config.openvino_lcm_models, |
| self.config.settings.lcm_diffusion_setting.openvino_lcm_model_id, |
| LCM_DEFAULT_MODEL_OPENVINO, |
| ) |
| ) |
| self.neg_prompt.setEnabled( |
| self.config.settings.lcm_diffusion_setting.use_lcm_lora |
| or self.config.settings.lcm_diffusion_setting.use_openvino |
| ) |
| self.openvino_lcm_model_id.setEnabled( |
| self.config.settings.lcm_diffusion_setting.use_openvino |
| ) |
|
|
| def init_ui(self): |
| self.create_main_tab() |
| self.create_settings_tab() |
| self.create_about_tab() |
| self.show() |
|
|
| def create_main_tab(self): |
| self.img = QLabel("<<Image>>") |
| self.img.setAlignment(Qt.AlignCenter) |
| self.img.setFixedSize(QSize(512, 512)) |
| self.vspacer = QSpacerItem(20, 40, QSizePolicy.Minimum, QSizePolicy.Expanding) |
|
|
| self.prompt = QTextEdit() |
| self.prompt.setPlaceholderText("A fantasy landscape") |
| self.prompt.setAcceptRichText(False) |
| self.neg_prompt = QTextEdit() |
| self.neg_prompt.setPlaceholderText("") |
| self.neg_prompt.setAcceptRichText(False) |
| self.neg_prompt_label = QLabel("Negative prompt (Set guidance scale > 1.0):") |
| self.generate = QPushButton("Generate") |
| self.generate.clicked.connect(self.text_to_image) |
| self.prompt.setFixedHeight(40) |
| self.neg_prompt.setFixedHeight(35) |
| self.browse_results = QPushButton("...") |
| self.browse_results.setFixedWidth(30) |
| self.browse_results.clicked.connect(self.on_open_results_folder) |
| self.browse_results.setToolTip("Open output folder") |
|
|
| hlayout = QHBoxLayout() |
| hlayout.addWidget(self.neg_prompt) |
| hlayout.addWidget(self.generate) |
| hlayout.addWidget(self.browse_results) |
|
|
| self.previous_img_btn = QToolButton() |
| self.previous_img_btn.setText("<") |
| self.previous_img_btn.clicked.connect(self.on_show_previous_image) |
| self.next_img_btn = QToolButton() |
| self.next_img_btn.setText(">") |
| self.next_img_btn.clicked.connect(self.on_show_next_image) |
| hlayout_nav = QHBoxLayout() |
| hlayout_nav.addWidget(self.previous_img_btn) |
| hlayout_nav.addWidget(self.img) |
| hlayout_nav.addWidget(self.next_img_btn) |
|
|
| vlayout = QVBoxLayout() |
| vlayout.addLayout(hlayout_nav) |
| vlayout.addItem(self.vspacer) |
| vlayout.addWidget(self.prompt) |
| vlayout.addWidget(self.neg_prompt_label) |
| vlayout.addLayout(hlayout) |
|
|
| self.tab_widget = QTabWidget(self) |
| self.tab_main = QWidget() |
| self.tab_settings = QWidget() |
| self.tab_about = QWidget() |
| self.tab_main.setLayout(vlayout) |
|
|
| self.tab_widget.addTab(self.tab_main, "Text to Image") |
| self.tab_widget.addTab(self.tab_settings, "Settings") |
| self.tab_widget.addTab(self.tab_about, "About") |
|
|
| self.setCentralWidget(self.tab_widget) |
| self.use_seed = False |
|
|
| def create_settings_tab(self): |
| self.lcm_model_label = QLabel("Latent Consistency Model:") |
| |
| self.lcm_model = QComboBox(self) |
| self.lcm_model.addItems(self.config.lcm_models) |
| self.lcm_model.currentIndexChanged.connect(self.on_lcm_model_changed) |
|
|
| self.use_lcm_lora = QCheckBox("Use LCM LoRA") |
| self.use_lcm_lora.setChecked(False) |
| self.use_lcm_lora.stateChanged.connect(self.use_lcm_lora_changed) |
|
|
| self.lora_base_model_id_label = QLabel("Lora base model ID :") |
| self.base_model_id = QComboBox(self) |
| self.base_model_id.addItems(self.config.stable_diffsuion_models) |
| self.base_model_id.currentIndexChanged.connect(self.on_base_model_id_changed) |
|
|
| self.lcm_lora_model_id_label = QLabel("LCM LoRA model ID :") |
| self.lcm_lora_id = QComboBox(self) |
| self.lcm_lora_id.addItems(self.config.lcm_lora_models) |
| self.lcm_lora_id.currentIndexChanged.connect(self.on_lcm_lora_id_changed) |
|
|
| self.inference_steps_value = QLabel("Number of inference steps: 4") |
| self.inference_steps = QSlider(orientation=Qt.Orientation.Horizontal) |
| self.inference_steps.setMaximum(25) |
| self.inference_steps.setMinimum(1) |
| self.inference_steps.setValue(4) |
| self.inference_steps.valueChanged.connect(self.update_steps_label) |
|
|
| self.num_images_value = QLabel("Number of images: 1") |
| self.num_images = QSlider(orientation=Qt.Orientation.Horizontal) |
| self.num_images.setMaximum(100) |
| self.num_images.setMinimum(1) |
| self.num_images.setValue(1) |
| self.num_images.valueChanged.connect(self.update_num_images_label) |
|
|
| self.guidance_value = QLabel("Guidance scale: 1") |
| self.guidance = QSlider(orientation=Qt.Orientation.Horizontal) |
| self.guidance.setMaximum(20) |
| self.guidance.setMinimum(10) |
| self.guidance.setValue(10) |
| self.guidance.valueChanged.connect(self.update_guidance_label) |
|
|
| self.width_value = QLabel("Width :") |
| self.width = QComboBox(self) |
| self.width.addItem("256") |
| self.width.addItem("512") |
| self.width.addItem("768") |
| self.width.addItem("1024") |
| self.width.setCurrentText("512") |
| self.width.currentIndexChanged.connect(self.on_width_changed) |
|
|
| self.height_value = QLabel("Height :") |
| self.height = QComboBox(self) |
| self.height.addItem("256") |
| self.height.addItem("512") |
| self.height.addItem("768") |
| self.height.addItem("1024") |
| self.height.setCurrentText("512") |
| self.height.currentIndexChanged.connect(self.on_height_changed) |
|
|
| self.seed_check = QCheckBox("Use seed") |
| self.seed_value = QLineEdit() |
| self.seed_value.setInputMask("9999999999") |
| self.seed_value.setText("123123") |
| self.seed_check.stateChanged.connect(self.seed_changed) |
|
|
| self.safety_checker = QCheckBox("Use safety checker") |
| self.safety_checker.setChecked(True) |
| self.safety_checker.stateChanged.connect(self.use_safety_checker_changed) |
|
|
| self.use_openvino_check = QCheckBox("Use OpenVINO") |
| self.use_openvino_check.setChecked(False) |
| self.openvino_model_label = QLabel("OpenVINO LCM model:") |
| self.use_local_model_folder = QCheckBox( |
| "Use locally cached model or downloaded model folder(offline)" |
| ) |
| self.openvino_lcm_model_id = QComboBox(self) |
| self.openvino_lcm_model_id.addItems(self.config.openvino_lcm_models) |
| self.openvino_lcm_model_id.currentIndexChanged.connect( |
| self.on_openvino_lcm_model_id_changed |
| ) |
|
|
| self.use_openvino_check.setEnabled(enable_openvino_controls()) |
| self.use_local_model_folder.setChecked(False) |
| self.use_local_model_folder.stateChanged.connect(self.use_offline_model_changed) |
| self.use_openvino_check.stateChanged.connect(self.use_openvino_changed) |
|
|
| self.use_tae_sd = QCheckBox( |
| "Use Tiny Auto Encoder - TAESD (Fast, moderate quality)" |
| ) |
| self.use_tae_sd.setChecked(False) |
| self.use_tae_sd.stateChanged.connect(self.use_tae_sd_changed) |
|
|
| hlayout = QHBoxLayout() |
| hlayout.addWidget(self.seed_check) |
| hlayout.addWidget(self.seed_value) |
| hspacer = QSpacerItem(20, 10, QSizePolicy.Expanding, QSizePolicy.Minimum) |
| slider_hspacer = QSpacerItem(20, 10, QSizePolicy.Expanding, QSizePolicy.Minimum) |
|
|
| self.results_path_label = QLabel("Output path:") |
| self.results_path = QLineEdit() |
| self.results_path.textChanged.connect(self.on_path_changed) |
| self.browse_folder_btn = QToolButton() |
| self.browse_folder_btn.setText("...") |
| self.browse_folder_btn.clicked.connect(self.on_browse_folder) |
|
|
| self.reset = QPushButton("Reset All") |
| self.reset.clicked.connect(self.reset_all_settings) |
|
|
| vlayout = QVBoxLayout() |
| vspacer = QSpacerItem(20, 20, QSizePolicy.Minimum, QSizePolicy.Expanding) |
| vlayout.addItem(hspacer) |
| vlayout.setSpacing(3) |
| vlayout.addWidget(self.lcm_model_label) |
| vlayout.addWidget(self.lcm_model) |
| vlayout.addWidget(self.use_local_model_folder) |
| vlayout.addWidget(self.use_lcm_lora) |
| vlayout.addWidget(self.lora_base_model_id_label) |
| vlayout.addWidget(self.base_model_id) |
| vlayout.addWidget(self.lcm_lora_model_id_label) |
| vlayout.addWidget(self.lcm_lora_id) |
| vlayout.addWidget(self.use_openvino_check) |
| vlayout.addWidget(self.openvino_model_label) |
| vlayout.addWidget(self.openvino_lcm_model_id) |
| vlayout.addWidget(self.use_tae_sd) |
| vlayout.addItem(slider_hspacer) |
| vlayout.addWidget(self.inference_steps_value) |
| vlayout.addWidget(self.inference_steps) |
| vlayout.addWidget(self.num_images_value) |
| vlayout.addWidget(self.num_images) |
| vlayout.addWidget(self.width_value) |
| vlayout.addWidget(self.width) |
| vlayout.addWidget(self.height_value) |
| vlayout.addWidget(self.height) |
| vlayout.addWidget(self.guidance_value) |
| vlayout.addWidget(self.guidance) |
| vlayout.addLayout(hlayout) |
| vlayout.addWidget(self.safety_checker) |
|
|
| vlayout.addWidget(self.results_path_label) |
| hlayout_path = QHBoxLayout() |
| hlayout_path.addWidget(self.results_path) |
| hlayout_path.addWidget(self.browse_folder_btn) |
| vlayout.addLayout(hlayout_path) |
| self.tab_settings.setLayout(vlayout) |
| hlayout_reset = QHBoxLayout() |
| hspacer = QSpacerItem(20, 20, QSizePolicy.Expanding, QSizePolicy.Minimum) |
| hlayout_reset.addItem(hspacer) |
| hlayout_reset.addWidget(self.reset) |
| vlayout.addLayout(hlayout_reset) |
| vlayout.addItem(vspacer) |
|
|
| def create_about_tab(self): |
| self.label = QLabel() |
| self.label.setAlignment(Qt.AlignCenter) |
| self.label.setText( |
| f"""<h1>FastSD CPU {APP_VERSION}</h1> |
| <h3>(c)2023 - Rupesh Sreeraman</h3> |
| <h3>Faster stable diffusion on CPU</h3> |
| <h3>Based on Latent Consistency Models</h3> |
| <h3>GitHub : https://github.com/rupeshs/fastsdcpu/</h3>""" |
| ) |
|
|
| vlayout = QVBoxLayout() |
| vlayout.addWidget(self.label) |
| self.tab_about.setLayout(vlayout) |
|
|
| def show_image(self, pixmap): |
| image_width = self.config.settings.lcm_diffusion_setting.image_width |
| image_height = self.config.settings.lcm_diffusion_setting.image_height |
| if image_width > 512 or image_height > 512: |
| new_width = 512 if image_width > 512 else image_width |
| new_height = 512 if image_height > 512 else image_height |
| self.img.setPixmap( |
| pixmap.scaled( |
| new_width, |
| new_height, |
| Qt.KeepAspectRatio, |
| ) |
| ) |
| else: |
| self.img.setPixmap(pixmap) |
|
|
| def on_show_next_image(self): |
| if self.image_index != len(self.gen_images) - 1 and len(self.gen_images) > 0: |
| self.previous_img_btn.setEnabled(True) |
| self.image_index += 1 |
| self.show_image(self.gen_images[self.image_index]) |
| if self.image_index == len(self.gen_images) - 1: |
| self.next_img_btn.setEnabled(False) |
|
|
| def on_open_results_folder(self): |
| QDesktopServices.openUrl(QUrl.fromLocalFile(self.config.settings.results_path)) |
|
|
| def on_show_previous_image(self): |
| if self.image_index != 0: |
| self.next_img_btn.setEnabled(True) |
| self.image_index -= 1 |
| self.show_image(self.gen_images[self.image_index]) |
| if self.image_index == 0: |
| self.previous_img_btn.setEnabled(False) |
|
|
| def on_path_changed(self, text): |
| self.config.settings.results_path = text |
|
|
| def on_browse_folder(self): |
| options = QFileDialog.Options() |
| options |= QFileDialog.ShowDirsOnly |
|
|
| folder_path = QFileDialog.getExistingDirectory( |
| self, "Select a Folder", "", options=options |
| ) |
|
|
| if folder_path: |
| self.config.settings.results_path = folder_path |
| self.results_path.setText(folder_path) |
|
|
| def on_width_changed(self, index): |
| width_txt = self.width.itemText(index) |
| self.config.settings.lcm_diffusion_setting.image_width = int(width_txt) |
|
|
| def on_height_changed(self, index): |
| height_txt = self.height.itemText(index) |
| self.config.settings.lcm_diffusion_setting.image_height = int(height_txt) |
|
|
| def on_lcm_model_changed(self, index): |
| model_id = self.lcm_model.itemText(index) |
| self.config.settings.lcm_diffusion_setting.lcm_model_id = model_id |
|
|
| def on_base_model_id_changed(self, index): |
| model_id = self.base_model_id.itemText(index) |
| self.config.settings.lcm_diffusion_setting.lcm_lora.base_model_id = model_id |
|
|
| def on_lcm_lora_id_changed(self, index): |
| model_id = self.lcm_lora_id.itemText(index) |
| self.config.settings.lcm_diffusion_setting.lcm_lora.lcm_lora_id = model_id |
|
|
| def on_openvino_lcm_model_id_changed(self, index): |
| model_id = self.openvino_lcm_model_id.itemText(index) |
| self.config.settings.lcm_diffusion_setting.openvino_lcm_model_id = model_id |
|
|
| def use_openvino_changed(self, state): |
| if state == 2: |
| self.lcm_model.setEnabled(False) |
| self.use_lcm_lora.setEnabled(False) |
| self.lcm_lora_id.setEnabled(False) |
| self.base_model_id.setEnabled(False) |
| self.neg_prompt.setEnabled(True) |
| self.openvino_lcm_model_id.setEnabled(True) |
| self.config.settings.lcm_diffusion_setting.use_openvino = True |
| else: |
| self.lcm_model.setEnabled(True) |
| self.use_lcm_lora.setEnabled(True) |
| self.lcm_lora_id.setEnabled(True) |
| self.base_model_id.setEnabled(True) |
| self.neg_prompt.setEnabled(False) |
| self.openvino_lcm_model_id.setEnabled(False) |
| self.config.settings.lcm_diffusion_setting.use_openvino = False |
|
|
| def use_tae_sd_changed(self, state): |
| if state == 2: |
| self.config.settings.lcm_diffusion_setting.use_tiny_auto_encoder = True |
| else: |
| self.config.settings.lcm_diffusion_setting.use_tiny_auto_encoder = False |
|
|
| def use_offline_model_changed(self, state): |
| if state == 2: |
| self.config.settings.lcm_diffusion_setting.use_offline_model = True |
| else: |
| self.config.settings.lcm_diffusion_setting.use_offline_model = False |
|
|
| def use_lcm_lora_changed(self, state): |
| if state == 2: |
| self.lcm_model.setEnabled(False) |
| self.lcm_lora_id.setEnabled(True) |
| self.base_model_id.setEnabled(True) |
| self.neg_prompt.setEnabled(True) |
| self.config.settings.lcm_diffusion_setting.use_lcm_lora = True |
| else: |
| self.lcm_model.setEnabled(True) |
| self.lcm_lora_id.setEnabled(False) |
| self.base_model_id.setEnabled(False) |
| self.neg_prompt.setEnabled(False) |
| self.config.settings.lcm_diffusion_setting.use_lcm_lora = False |
|
|
| def use_safety_checker_changed(self, state): |
| if state == 2: |
| self.config.settings.lcm_diffusion_setting.use_safety_checker = True |
| else: |
| self.config.settings.lcm_diffusion_setting.use_safety_checker = False |
|
|
| def update_steps_label(self, value): |
| self.inference_steps_value.setText(f"Number of inference steps: {value}") |
| self.config.settings.lcm_diffusion_setting.inference_steps = value |
|
|
| def update_num_images_label(self, value): |
| self.num_images_value.setText(f"Number of images: {value}") |
| self.config.settings.lcm_diffusion_setting.number_of_images = value |
|
|
| def update_guidance_label(self, value): |
| val = round(int(value) / 10, 1) |
| self.guidance_value.setText(f"Guidance scale: {val}") |
| self.config.settings.lcm_diffusion_setting.guidance_scale = val |
|
|
| def seed_changed(self, state): |
| if state == 2: |
| self.seed_value.setEnabled(True) |
| self.config.settings.lcm_diffusion_setting.use_seed = True |
| else: |
| self.seed_value.setEnabled(False) |
| self.config.settings.lcm_diffusion_setting.use_seed = False |
|
|
| def get_seed_value(self) -> int: |
| use_seed = self.config.settings.lcm_diffusion_setting.use_seed |
| seed_value = int(self.seed_value.text()) if use_seed else -1 |
| return seed_value |
|
|
| def generate_image(self): |
| self.config.settings.lcm_diffusion_setting.seed = self.get_seed_value() |
| self.config.settings.lcm_diffusion_setting.prompt = self.prompt.toPlainText() |
| self.config.settings.lcm_diffusion_setting.negative_prompt = ( |
| self.neg_prompt.toPlainText() |
| ) |
| self.config.settings.lcm_diffusion_setting.lcm_lora.lcm_lora_id = ( |
| self.lcm_lora_id.currentText() |
| ) |
| self.config.settings.lcm_diffusion_setting.lcm_lora.base_model_id = ( |
| self.base_model_id.currentText() |
| ) |
|
|
| if self.config.settings.lcm_diffusion_setting.use_openvino: |
| model_id = self.openvino_lcm_model_id.currentText() |
| else: |
| model_id = self.lcm_model.currentText() |
|
|
| self.config.settings.lcm_diffusion_setting.lcm_model_id = model_id |
|
|
| reshape_required = False |
| if self.config.settings.lcm_diffusion_setting.use_openvino: |
| |
| reshape_required = is_reshape_required( |
| self.previous_width, |
| self.config.settings.lcm_diffusion_setting.image_width, |
| self.previous_height, |
| self.config.settings.lcm_diffusion_setting.image_height, |
| self.previous_model, |
| model_id, |
| self.previous_num_of_images, |
| self.config.settings.lcm_diffusion_setting.number_of_images, |
| ) |
| self.config.settings.lcm_diffusion_setting.diffusion_task = ( |
| DiffusionTask.text_to_image.value |
| ) |
| images = self.context.generate_text_to_image( |
| self.config.settings, |
| reshape_required, |
| DEVICE, |
| ) |
| self.image_index = 0 |
| self.gen_images = [] |
| for img in images: |
| im = ImageQt(img).copy() |
| pixmap = QPixmap.fromImage(im) |
| self.gen_images.append(pixmap) |
|
|
| if len(self.gen_images) > 1: |
| self.next_img_btn.setEnabled(True) |
| self.previous_img_btn.setEnabled(False) |
| else: |
| self.next_img_btn.setEnabled(False) |
| self.previous_img_btn.setEnabled(False) |
|
|
| self.show_image(self.gen_images[0]) |
|
|
| self.previous_width = self.config.settings.lcm_diffusion_setting.image_width |
| self.previous_height = self.config.settings.lcm_diffusion_setting.image_height |
| self.previous_model = model_id |
| self.previous_num_of_images = ( |
| self.config.settings.lcm_diffusion_setting.number_of_images |
| ) |
|
|
| def text_to_image(self): |
| self.img.setText("Please wait...") |
| worker = ImageGeneratorWorker(self.generate_image) |
| self.threadpool.start(worker) |
|
|
| def closeEvent(self, event): |
| self.config.settings.lcm_diffusion_setting.seed = self.get_seed_value() |
| print(self.config.settings.lcm_diffusion_setting) |
| print("Saving settings") |
| self.config.save() |
|
|
| def reset_all_settings(self): |
| self.use_local_model_folder.setChecked(False) |
| self.width.setCurrentText("512") |
| self.height.setCurrentText("512") |
| self.inference_steps.setValue(4) |
| self.guidance.setValue(10) |
| self.use_openvino_check.setChecked(False) |
| self.seed_check.setChecked(False) |
| self.safety_checker.setChecked(False) |
| self.results_path.setText(FastStableDiffusionPaths().get_results_path()) |
| self.use_tae_sd.setChecked(False) |
| self.use_lcm_lora.setChecked(False) |
|
|
