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blur mask with color-sketch + add paint transparency slider

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kavorite 2022-11-08 22:06:29 -05:00
parent c34542a483
commit 59bb1d36ea
2 changed files with 16 additions and 8 deletions
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21
modules/img2img.py
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@ -4,7 +4,7 @@ import sys
import traceback
import numpy as np
from PIL import Image, ImageOps, ImageChops
from PIL import Image, ImageOps, ImageFilter, ImageEnhance
from modules import devices
from modules.processing import Processed, StableDiffusionProcessingImg2Img, process_images
@ -40,7 +40,7 @@ def process_batch(p, input_dir, output_dir, args):
img = Image.open(image)
# Use the EXIF orientation of photos taken by smartphones.
img = ImageOps.exif_transpose(img)
img = ImageOps.exif_transpose(img)
p.init_images = [img] * p.batch_size
proc = modules.scripts.scripts_img2img.run(p, *args)
@ -59,7 +59,7 @@ def process_batch(p, input_dir, output_dir, args):
processed_image.save(os.path.join(output_dir, filename))
def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, prompt_style2: str, init_img, init_img_with_mask, init_img_with_mask_orig, init_img_inpaint, init_mask_inpaint, mask_mode, steps: int, sampler_index: int, mask_blur: int, inpainting_fill: int, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, 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, height: int, width: int, 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, *args):
def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, prompt_style2: str, init_img, init_img_with_mask, init_img_with_mask_orig, init_img_inpaint, init_mask_inpaint, mask_mode, 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, denoising_strength: float, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, seed_enable_extras: bool, height: int, width: int, 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, *args):
is_inpaint = mode == 1
is_batch = mode == 2
@ -68,15 +68,20 @@ def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, pro
if mask_mode == 0:
image = init_img_with_mask
is_mask_sketch = isinstance(image, dict)
if is_mask_sketch:
is_mask_paint = not is_mask_sketch
if is_mask_sketch:
# Sketch: mask iff. not transparent
image, mask = image["image"], image["mask"]
mask = np.array(mask)[..., -1] > 0
pred = np.array(mask)[..., -1] > 0
else:
# Color-sketch: mask iff. painted over
orig = init_img_with_mask_orig or image
mask = np.any(np.array(image) != np.array(orig), axis=-1)
mask = Image.fromarray(mask.astype(np.uint8) * 255, "L")
pred = np.any(np.array(image) != np.array(orig), axis=-1)
mask = Image.fromarray(pred.astype(np.uint8) * 255, "L")
if is_mask_paint:
mask = ImageEnhance.Brightness(mask).enhance(1 - mask_alpha / 100)
blur = ImageFilter.GaussianBlur(mask_blur)
image = Image.composite(image.filter(blur), orig, mask.filter(blur))
image = image.convert("RGB")
# Uploaded mask
else:
@ -89,7 +94,7 @@ def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, pro
# Use the EXIF orientation of photos taken by smartphones.
if image is not None:
image = ImageOps.exif_transpose(image)
image = ImageOps.exif_transpose(image)
assert 0. <= denoising_strength <= 1., 'can only work with strength in [0.0, 1.0]'

3
modules/ui.py
View File

@ -854,6 +854,8 @@ def create_ui(wrap_gradio_gpu_call):
init_img_inpaint = gr.Image(label="Image for img2img", show_label=False, source="upload", interactive=True, type="pil", visible=False, elem_id="img_inpaint_base")
init_mask_inpaint = gr.Image(label="Mask", source="upload", interactive=True, type="pil", visible=False, elem_id="img_inpaint_mask")
show_mask_alpha = cmd_opts.gradio_inpaint_tool == "color-sketch"
mask_alpha = gr.Slider(label="Mask transparency", interactive=show_mask_alpha, visible=show_mask_alpha)
mask_blur = gr.Slider(label='Mask blur', minimum=0, maximum=64, step=1, value=4)
with gr.Row():
@ -948,6 +950,7 @@ def create_ui(wrap_gradio_gpu_call):
steps,
sampler_index,
mask_blur,
mask_alpha,
inpainting_fill,
restore_faces,
tiling,