Merge pull request #11337 from FWeynschenk/img2img-batch-png-info
Img2img batch png info
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AUTOMATIC1111
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b0419b60a0
@ -5,8 +5,8 @@ import numpy as np
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from PIL import Image, ImageOps, ImageFilter, ImageEnhance, ImageChops, UnidentifiedImageError
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import gradio as gr
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from modules import sd_samplers
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from modules.generation_parameters_copypaste import create_override_settings_dict
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from modules import sd_samplers, images as imgutil
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from modules.generation_parameters_copypaste import create_override_settings_dict, parse_generation_parameters
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from modules.processing import Processed, StableDiffusionProcessingImg2Img, process_images
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from modules.shared import opts, state
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import modules.shared as shared
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@ -15,7 +15,7 @@ from modules.ui import plaintext_to_html
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import modules.scripts
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def process_batch(p, input_dir, output_dir, inpaint_mask_dir, args, to_scale=False, scale_by=1.0):
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def process_batch(p, input_dir, output_dir, inpaint_mask_dir, args, to_scale=False, scale_by=1.0, use_png_info=False, png_info_props=None, png_info_dir=None):
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processing.fix_seed(p)
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images = shared.listfiles(input_dir)
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@ -37,6 +37,14 @@ def process_batch(p, input_dir, output_dir, inpaint_mask_dir, args, to_scale=Fal
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state.job_count = len(images) * p.n_iter
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# extract "default" params to use in case getting png info fails
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prompt = p.prompt
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negative_prompt = p.negative_prompt
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seed = p.seed
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cfg_scale = p.cfg_scale
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sampler_name = p.sampler_name
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steps = p.steps
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for i, image in enumerate(images):
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state.job = f"{i+1} out of {len(images)}"
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if state.skipped:
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@ -80,6 +88,36 @@ def process_batch(p, input_dir, output_dir, inpaint_mask_dir, args, to_scale=Fal
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mask_image = Image.open(mask_image_path)
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p.image_mask = mask_image
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if use_png_info:
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try:
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info_img = img
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if png_info_dir:
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info_img_path = os.path.join(png_info_dir, os.path.basename(image))
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info_img = Image.open(info_img_path)
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geninfo, _ = imgutil.read_info_from_image(info_img)
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parsed_parameters = parse_generation_parameters(geninfo)
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if("Prompt" in png_info_props):
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p.prompt = prompt + " " + parsed_parameters["Prompt"]
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if("Negative prompt" in png_info_props):
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p.negative_prompt = negative_prompt + " " + parsed_parameters["Negative prompt"]
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if("Seed" in png_info_props):
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p.seed = int(parsed_parameters["Seed"])
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if("CFG scale" in png_info_props):
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p.cfg_scale = float(parsed_parameters["CFG scale"])
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if("Sampler" in png_info_props):
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p.sampler_name = parsed_parameters["Sampler"]
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if("Steps" in png_info_props):
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p.steps = int(parsed_parameters["Steps"])
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except Exception as e:
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print(f"batch png info: using ui set prompts; failed to get png info for {image}")
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print(e)
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p.prompt = prompt
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p.negative_prompt = negative_prompt
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p.seed = seed
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p.cfg_scale = cfg_scale
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p.sampler_name = sampler_name
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p.steps = steps
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proc = modules.scripts.scripts_img2img.run(p, *args)
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if proc is None:
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proc = process_images(p)
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@ -98,7 +136,7 @@ def process_batch(p, input_dir, output_dir, inpaint_mask_dir, args, to_scale=Fal
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processed_image.save(os.path.join(output_dir, filename))
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def img2img(id_task: str, mode: int, prompt: str, negative_prompt: str, prompt_styles, init_img, sketch, init_img_with_mask, inpaint_color_sketch, inpaint_color_sketch_orig, init_img_inpaint, init_mask_inpaint, steps: int, sampler_index: int, mask_blur: int, mask_alpha: float, inpainting_fill: int, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, image_cfg_scale: float, denoising_strength: float, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, seed_enable_extras: bool, selected_scale_tab: int, height: int, width: int, scale_by: float, resize_mode: int, inpaint_full_res: bool, inpaint_full_res_padding: int, inpainting_mask_invert: int, img2img_batch_input_dir: str, img2img_batch_output_dir: str, img2img_batch_inpaint_mask_dir: str, override_settings_texts, request: gr.Request, *args):
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def img2img(id_task: str, mode: int, prompt: str, negative_prompt: str, prompt_styles, init_img, sketch, init_img_with_mask, inpaint_color_sketch, inpaint_color_sketch_orig, init_img_inpaint, init_mask_inpaint, steps: int, sampler_index: int, mask_blur: int, mask_alpha: float, inpainting_fill: int, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, image_cfg_scale: float, denoising_strength: float, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, seed_enable_extras: bool, selected_scale_tab: int, height: int, width: int, scale_by: float, resize_mode: int, inpaint_full_res: bool, inpaint_full_res_padding: int, inpainting_mask_invert: int, img2img_batch_input_dir: str, img2img_batch_output_dir: str, img2img_batch_inpaint_mask_dir: str, override_settings_texts, img2img_batch_use_png_info: bool, img2img_batch_png_info_props: list, img2img_batch_png_info_dir: str, request: gr.Request, *args):
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override_settings = create_override_settings_dict(override_settings_texts)
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is_batch = mode == 5
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@ -192,7 +230,7 @@ def img2img(id_task: str, mode: int, prompt: str, negative_prompt: str, prompt_s
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if is_batch:
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assert not shared.cmd_opts.hide_ui_dir_config, "Launched with --hide-ui-dir-config, batch img2img disabled"
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process_batch(p, img2img_batch_input_dir, img2img_batch_output_dir, img2img_batch_inpaint_mask_dir, args, to_scale=selected_scale_tab == 1, scale_by=scale_by)
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process_batch(p, img2img_batch_input_dir, img2img_batch_output_dir, img2img_batch_inpaint_mask_dir, args, to_scale=selected_scale_tab == 1, scale_by=scale_by, img2img_batch_input_dir, img2img_batch_output_dir, img2img_batch_inpaint_mask_dir)
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processed = Processed(p, [], p.seed, "")
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else:
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@ -733,6 +733,10 @@ def create_ui():
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img2img_batch_input_dir = gr.Textbox(label="Input directory", **shared.hide_dirs, elem_id="img2img_batch_input_dir")
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img2img_batch_output_dir = gr.Textbox(label="Output directory", **shared.hide_dirs, elem_id="img2img_batch_output_dir")
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img2img_batch_inpaint_mask_dir = gr.Textbox(label="Inpaint batch mask directory (required for inpaint batch processing only)", **shared.hide_dirs, elem_id="img2img_batch_inpaint_mask_dir")
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with gr.Accordion("PNG info"):
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img2img_batch_use_png_info = gr.Checkbox(label="Append png info to prompts", **shared.hide_dirs, elem_id="img2img_batch_use_png_info")
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img2img_batch_png_info_dir = gr.Textbox(label="PNG info directory", **shared.hide_dirs, placeholder="Leave empty to use input directory", elem_id="img2img_batch_png_info_dir")
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img2img_batch_png_info_props = gr.CheckboxGroup(["Prompt", "Negative prompt", "Seed", "CFG scale", "Sampler", "Steps"], label="Parameters to take from png info", info="Prompts from png info will be appended to prompts set in ui.")
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img2img_tabs = [tab_img2img, tab_sketch, tab_inpaint, tab_inpaint_color, tab_inpaint_upload, tab_batch]
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@ -930,6 +934,9 @@ def create_ui():
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inpaint_full_res,
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inpaint_full_res_padding,
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inpainting_mask_invert,
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img2img_batch_use_png_info,
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img2img_batch_png_info_props,
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img2img_batch_png_info_dir,
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img2img_batch_input_dir,
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img2img_batch_output_dir,
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img2img_batch_inpaint_mask_dir,
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