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ability to upload mask for inpainting

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AUTOMATIC 2022-09-09 19:43:16 +03:00
parent 5b6a585ae5
commit d714ea4c41
3 changed files with 43 additions and 10 deletions
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15
modules/img2img.py
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@ -11,16 +11,21 @@ from modules.ui import plaintext_to_html
import modules.images as images
import modules.scripts
def img2img(prompt: str, negative_prompt: str, init_img, init_img_with_mask, steps: int, sampler_index: int, mask_blur: int, inpainting_fill: int, restore_faces: bool, tiling: bool, mode: int, n_iter: int, batch_size: int, cfg_scale: float, denoising_strength: float, denoising_strength_change_factor: float, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, height: int, width: int, resize_mode: int, upscaler_index: str, upscale_overlap: int, inpaint_full_res: bool, inpainting_mask_invert: int, *args):
def img2img(prompt: str, negative_prompt: str, init_img, init_img_with_mask, init_mask, mask_mode, steps: int, sampler_index: int, mask_blur: int, inpainting_fill: int, restore_faces: bool, tiling: bool, mode: int, n_iter: int, batch_size: int, cfg_scale: float, denoising_strength: float, denoising_strength_change_factor: float, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, height: int, width: int, resize_mode: int, upscaler_index: str, upscale_overlap: int, inpaint_full_res: bool, inpainting_mask_invert: int, *args):
is_inpaint = mode == 1
is_loopback = mode == 2
is_upscale = mode == 3
if is_inpaint:
image = init_img_with_mask['image']
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, init_img_with_mask['mask'].convert('L')).convert('RGBA')
image = image.convert('RGB')
if mask_mode == 0:
image = init_img_with_mask['image']
mask = 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')
image = image.convert('RGB')
else:
image = init_img
mask = init_mask
else:
image = init_img
mask = None

34
modules/ui.py
View File

@ -360,7 +360,11 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
switch_mode = gr.Radio(label='Mode', elem_id="img2img_mode", choices=['Redraw whole image', 'Inpaint a part of image', 'Loopback', 'SD upscale'], value='Redraw whole image', type="index", show_label=False)
init_img = gr.Image(label="Image for img2img", source="upload", interactive=True, type="pil")
init_img_with_mask = gr.Image(label="Image for inpainting with mask", elem_id="img2maskimg", source="upload", interactive=True, type="pil", tool="sketch", visible=False, image_mode="RGBA")
resize_mode = gr.Radio(label="Resize mode", show_label=False, choices=["Just resize", "Crop and resize", "Resize and fill"], type="index", value="Just resize")
init_mask = gr.Image(label="Mask", source="upload", interactive=True, type="pil", visible=False)
with gr.Row():
resize_mode = gr.Radio(label="Resize mode", elem_id="resize_mode", show_label=False, choices=["Just resize", "Crop and resize", "Resize and fill"], type="index", value="Just resize")
mask_mode = gr.Radio(label="Mask mode", show_label=False, choices=["Draw mask", "Upload mask"], type="index", value="Draw mask")
steps = gr.Slider(minimum=1, maximum=150, step=1, label="Sampling Steps", value=20)
sampler_index = gr.Radio(label='Sampling method', choices=[x.name for x in samplers_for_img2img], value=samplers_for_img2img[0].name, type="index")
@ -416,15 +420,17 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
html_info = gr.HTML()
generation_info = gr.Textbox(visible=False)
def apply_mode(mode):
def apply_mode(mode, uploadmask):
is_classic = mode == 0
is_inpaint = mode == 1
is_loopback = mode == 2
is_upscale = mode == 3
return {
init_img: gr_show(not is_inpaint),
init_img_with_mask: gr_show(is_inpaint),
init_img: gr_show(not is_inpaint or (is_inpaint and uploadmask == 1)),
init_img_with_mask: gr_show(is_inpaint and uploadmask == 0),
init_mask: gr_show(is_inpaint and uploadmask == 1),
mask_mode: gr_show(is_inpaint),
mask_blur: gr_show(is_inpaint),
inpainting_fill: gr_show(is_inpaint),
batch_count: gr_show(not is_upscale),
@ -438,10 +444,12 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
switch_mode.change(
apply_mode,
inputs=[switch_mode],
inputs=[switch_mode, mask_mode],
outputs=[
init_img,
init_img_with_mask,
init_mask,
mask_mode,
mask_blur,
inpainting_fill,
batch_count,
@ -454,6 +462,20 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
]
)
mask_mode.change(
lambda mode: {
init_img: gr_show(mode == 1),
init_img_with_mask: gr_show(mode == 0),
init_mask: gr_show(mode == 1),
},
inputs=[mask_mode],
outputs=[
init_img,
init_img_with_mask,
init_mask,
],
)
img2img_args = dict(
fn=img2img,
_js="submit",
@ -462,6 +484,8 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
negative_prompt,
init_img,
init_img_with_mask,
init_mask,
mask_mode,
steps,
sampler_index,
mask_blur,

4
style.css
View File

@ -19,6 +19,10 @@
max-width: 4em;
}
#resize_mode{
flex: 1.5;
}
button{
align-self: stretch !important;
}