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-rw-r--r--modules/img2img.py47
1 files changed, 35 insertions, 12 deletions
diff --git a/modules/img2img.py b/modules/img2img.py
index f77dfd9f..b8ea3a3c 100644
--- a/modules/img2img.py
+++ b/modules/img2img.py
@@ -1,7 +1,9 @@
import os
+from pathlib import Path
import numpy as np
from PIL import Image, ImageOps, ImageFilter, ImageEnhance, ImageChops, UnidentifiedImageError
+import gradio as gr
from modules import sd_samplers, images as imgutil
from modules.generation_parameters_copypaste import create_override_settings_dict, parse_generation_parameters
@@ -13,7 +15,7 @@ from modules.ui import plaintext_to_html
import modules.scripts
-def process_batch(p, use_png_info, png_info_props, png_info_dir, input_dir, output_dir, inpaint_mask_dir, args):
+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):
processing.fix_seed(p)
images = shared.listfiles(input_dir)
@@ -21,9 +23,10 @@ def process_batch(p, use_png_info, png_info_props, png_info_dir, input_dir, outp
is_inpaint_batch = False
if inpaint_mask_dir:
inpaint_masks = shared.listfiles(inpaint_mask_dir)
- is_inpaint_batch = len(inpaint_masks) > 0
- if is_inpaint_batch:
- print(f"\nInpaint batch is enabled. {len(inpaint_masks)} masks found.")
+ is_inpaint_batch = bool(inpaint_masks)
+
+ if is_inpaint_batch:
+ print(f"\nInpaint batch is enabled. {len(inpaint_masks)} masks found.")
print(f"Will process {len(images)} images, creating {p.n_iter * p.batch_size} new images for each.")
@@ -57,14 +60,31 @@ def process_batch(p, use_png_info, png_info_props, png_info_dir, input_dir, outp
continue
# Use the EXIF orientation of photos taken by smartphones.
img = ImageOps.exif_transpose(img)
+
+ if to_scale:
+ p.width = int(img.width * scale_by)
+ p.height = int(img.height * scale_by)
+
p.init_images = [img] * p.batch_size
+ image_path = Path(image)
if is_inpaint_batch:
# try to find corresponding mask for an image using simple filename matching
- mask_image_path = os.path.join(inpaint_mask_dir, os.path.basename(image))
- # if not found use first one ("same mask for all images" use-case)
- if mask_image_path not in inpaint_masks:
+ if len(inpaint_masks) == 1:
mask_image_path = inpaint_masks[0]
+ else:
+ # try to find corresponding mask for an image using simple filename matching
+ mask_image_dir = Path(inpaint_mask_dir)
+ masks_found = list(mask_image_dir.glob(f"{image_path.stem}.*"))
+
+ if len(masks_found) == 0:
+ print(f"Warning: mask is not found for {image_path} in {mask_image_dir}. Skipping it.")
+ continue
+
+ # it should contain only 1 matching mask
+ # otherwise user has many masks with the same name but different extensions
+ mask_image_path = masks_found[0]
+
mask_image = Image.open(mask_image_path)
p.image_mask = mask_image
@@ -103,7 +123,7 @@ def process_batch(p, use_png_info, png_info_props, png_info_dir, input_dir, outp
proc = process_images(p)
for n, processed_image in enumerate(proc.images):
- filename = os.path.basename(image)
+ filename = image_path.name
if n > 0:
left, right = os.path.splitext(filename)
@@ -116,7 +136,7 @@ def process_batch(p, use_png_info, png_info_props, png_info_dir, input_dir, outp
processed_image.save(os.path.join(output_dir, filename))
-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_use_png_info: bool, img2img_batch_png_info_props: list, img2img_batch_png_info_dir: str, img2img_batch_input_dir: str, img2img_batch_output_dir: str, img2img_batch_inpaint_mask_dir: str, override_settings_texts, *args):
+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):
override_settings = create_override_settings_dict(override_settings_texts)
is_batch = mode == 5
@@ -130,7 +150,8 @@ def img2img(id_task: str, mode: int, prompt: str, negative_prompt: str, prompt_s
elif mode == 2: # inpaint
image, mask = init_img_with_mask["image"], init_img_with_mask["mask"]
alpha_mask = ImageOps.invert(image.split()[-1]).convert('L').point(lambda x: 255 if x > 0 else 0, mode='1')
- mask = ImageChops.lighter(alpha_mask, mask.convert('L')).convert('L')
+ mask = mask.convert('L').point(lambda x: 255 if x > 128 else 0, mode='1')
+ mask = ImageChops.lighter(alpha_mask, mask).convert('L')
image = image.convert("RGB")
elif mode == 3: # inpaint sketch
image = inpaint_color_sketch
@@ -152,7 +173,7 @@ def img2img(id_task: str, mode: int, prompt: str, negative_prompt: str, prompt_s
if image is not None:
image = ImageOps.exif_transpose(image)
- if selected_scale_tab == 1:
+ if selected_scale_tab == 1 and not is_batch:
assert image, "Can't scale by because no image is selected"
width = int(image.width * scale_by)
@@ -198,6 +219,8 @@ def img2img(id_task: str, mode: int, prompt: str, negative_prompt: str, prompt_s
p.scripts = modules.scripts.scripts_img2img
p.script_args = args
+ p.user = request.username
+
if shared.cmd_opts.enable_console_prompts:
print(f"\nimg2img: {prompt}", file=shared.progress_print_out)
@@ -207,7 +230,7 @@ def img2img(id_task: str, mode: int, prompt: str, negative_prompt: str, prompt_s
if is_batch:
assert not shared.cmd_opts.hide_ui_dir_config, "Launched with --hide-ui-dir-config, batch img2img disabled"
- process_batch(p, img2img_batch_use_png_info, img2img_batch_png_info_props, img2img_batch_png_info_dir, img2img_batch_input_dir, img2img_batch_output_dir, img2img_batch_inpaint_mask_dir, args)
+ 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)
processed = Processed(p, [], p.seed, "")
else: