img2img UI rework: obsolete --gradio-img2img-tool --gradio-inpaint-tool and always show all tools each in own tab
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AUTOMATIC
parent
590ff5ce5b
commit
0b8911d883
4 changed files with 83 additions and 84 deletions
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@ -59,38 +59,34 @@ def process_batch(p, input_dir, output_dir, args):
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processed_image.save(os.path.join(output_dir, filename))
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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):
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is_inpaint = mode == 1
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is_batch = mode == 2
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def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, prompt_style2: str, 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, 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):
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is_batch = mode == 5
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if is_inpaint:
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# Drawn mask
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if mask_mode == 0:
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is_mask_sketch = isinstance(init_img_with_mask, dict)
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is_mask_paint = not is_mask_sketch
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if is_mask_sketch:
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# Sketch: mask iff. not transparent
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image, mask = init_img_with_mask["image"], init_img_with_mask["mask"]
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alpha_mask = ImageOps.invert(image.split()[-1]).convert('L').point(lambda x: 255 if x > 0 else 0, mode='1')
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mask = ImageChops.lighter(alpha_mask, mask.convert('L')).convert('L')
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else:
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# Color-sketch: mask iff. painted over
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image = init_img_with_mask
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orig = init_img_with_mask_orig or init_img_with_mask
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pred = np.any(np.array(image) != np.array(orig), axis=-1)
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mask = Image.fromarray(pred.astype(np.uint8) * 255, "L")
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mask = ImageEnhance.Brightness(mask).enhance(1 - mask_alpha / 100)
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blur = ImageFilter.GaussianBlur(mask_blur)
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image = Image.composite(image.filter(blur), orig, mask.filter(blur))
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image = image.convert("RGB")
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# Uploaded mask
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else:
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image = init_img_inpaint
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mask = init_mask_inpaint
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# No mask
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if mode == 0: # img2img
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image = init_img.convert("RGB")
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mask = None
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elif mode == 1: # img2img sketch
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image = sketch.convert("RGB")
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mask = None
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elif mode == 2: # inpaint
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image, mask = init_img_with_mask["image"], init_img_with_mask["mask"]
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alpha_mask = ImageOps.invert(image.split()[-1]).convert('L').point(lambda x: 255 if x > 0 else 0, mode='1')
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mask = ImageChops.lighter(alpha_mask, mask.convert('L')).convert('L')
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image = image.convert("RGB")
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elif mode == 3: # inpaint sketch
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image = inpaint_color_sketch
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orig = inpaint_color_sketch_orig or inpaint_color_sketch
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pred = np.any(np.array(image) != np.array(orig), axis=-1)
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mask = Image.fromarray(pred.astype(np.uint8) * 255, "L")
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mask = ImageEnhance.Brightness(mask).enhance(1 - mask_alpha / 100)
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blur = ImageFilter.GaussianBlur(mask_blur)
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image = Image.composite(image.filter(blur), orig, mask.filter(blur))
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image = image.convert("RGB")
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elif mode == 4: # inpaint upload mask
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image = init_img_inpaint
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mask = init_mask_inpaint
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else:
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image = init_img
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image = None
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mask = None
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# Use the EXIF orientation of photos taken by smartphones.
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@ -74,8 +74,8 @@ parser.add_argument("--freeze-settings", action='store_true', help="disable edit
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parser.add_argument("--ui-settings-file", type=str, help="filename to use for ui settings", default=os.path.join(script_path, 'config.json'))
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parser.add_argument("--gradio-debug", action='store_true', help="launch gradio with --debug option")
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parser.add_argument("--gradio-auth", type=str, help='set gradio authentication like "username:password"; or comma-delimit multiple like "u1:p1,u2:p2,u3:p3"', default=None)
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parser.add_argument("--gradio-img2img-tool", type=str, help='gradio image uploader tool: can be either editor for ctopping, or color-sketch for drawing', choices=["color-sketch", "editor"], default="editor")
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parser.add_argument("--gradio-inpaint-tool", type=str, choices=["sketch", "color-sketch"], default="sketch", help="gradio inpainting editor: can be either sketch to only blur/noise the input, or color-sketch to paint over it")
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parser.add_argument("--gradio-img2img-tool", type=str, help='does not do anything')
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parser.add_argument("--gradio-inpaint-tool", type=str, help="does not do anything")
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parser.add_argument("--opt-channelslast", action='store_true', help="change memory type for stable diffusion to channels last")
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parser.add_argument("--styles-file", type=str, help="filename to use for styles", default=os.path.join(script_path, 'styles.csv'))
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parser.add_argument("--autolaunch", action='store_true', help="open the webui URL in the system's default browser upon launch", default=False)
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103
modules/ui.py
103
modules/ui.py
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@ -795,53 +795,67 @@ def create_ui():
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with FormRow().style(equal_height=False):
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with gr.Column(variant='panel', elem_id="img2img_settings"):
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with gr.Tabs(elem_id="mode_img2img"):
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with gr.TabItem('img2img', id='img2img', elem_id="img2img_img2img_tab") as tab_img2img:
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init_img = gr.Image(label="Image for img2img", elem_id="img2img_image", show_label=False, source="upload", interactive=True, type="pil", tool="editor", image_mode="RGBA").style(height=480)
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with gr.Tabs(elem_id="mode_img2img") as tabs_img2img_mode:
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with gr.TabItem('img2img', id='img2img', elem_id="img2img_img2img_tab"):
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init_img = gr.Image(label="Image for img2img", elem_id="img2img_image", show_label=False, source="upload", interactive=True, type="pil", tool=cmd_opts.gradio_img2img_tool, image_mode="RGBA").style(height=480)
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with gr.TabItem('Sketch', id='img2img_sketch', elem_id="img2img_img2img_sketch_tab") as tab_sketch:
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sketch = gr.Image(label="Image for img2img", elem_id="img2img_sketch", show_label=False, source="upload", interactive=True, type="pil", tool="color-sketch", image_mode="RGBA").style(height=480)
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with gr.TabItem('Inpaint', id='inpaint', elem_id="img2img_inpaint_tab"):
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init_img_with_mask = gr.Image(label="Image for inpainting with mask", show_label=False, elem_id="img2maskimg", source="upload", interactive=True, type="pil", tool=cmd_opts.gradio_inpaint_tool, image_mode="RGBA").style(height=480)
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init_img_with_mask_orig = gr.State(None)
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with gr.TabItem('Inpaint', id='inpaint', elem_id="img2img_inpaint_tab") as tab_inpaint:
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init_img_with_mask = gr.Image(label="Image for inpainting with mask", show_label=False, elem_id="img2maskimg", source="upload", interactive=True, type="pil", tool="sketch", image_mode="RGBA").style(height=480)
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use_color_sketch = cmd_opts.gradio_inpaint_tool == "color-sketch"
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if use_color_sketch:
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def update_orig(image, state):
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if image is not None:
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same_size = state is not None and state.size == image.size
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has_exact_match = np.any(np.all(np.array(image) == np.array(state), axis=-1))
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edited = same_size and has_exact_match
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return image if not edited or state is None else state
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with gr.TabItem('Inpaint sketch', id='inpaint_sketch', elem_id="img2img_inpaint_sketch_tab") as tab_inpaint_color:
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inpaint_color_sketch = gr.Image(label="Color sketch inpainting", show_label=False, elem_id="inpaint_sketch", source="upload", interactive=True, type="pil", tool="color-sketch", image_mode="RGBA").style(height=480)
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inpaint_color_sketch_orig = gr.State(None)
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init_img_with_mask.change(update_orig, [init_img_with_mask, init_img_with_mask_orig], init_img_with_mask_orig)
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def update_orig(image, state):
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if image is not None:
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same_size = state is not None and state.size == image.size
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has_exact_match = np.any(np.all(np.array(image) == np.array(state), axis=-1))
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edited = same_size and has_exact_match
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return image if not edited or state is None else state
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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")
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init_mask_inpaint = gr.Image(label="Mask", source="upload", interactive=True, type="pil", visible=False, elem_id="img_inpaint_mask")
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inpaint_color_sketch.change(update_orig, [inpaint_color_sketch, inpaint_color_sketch_orig], inpaint_color_sketch_orig)
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with FormRow():
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mask_blur = gr.Slider(label='Mask blur', minimum=0, maximum=64, step=1, value=4, elem_id="img2img_mask_blur")
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mask_alpha = gr.Slider(label="Mask transparency", interactive=use_color_sketch, visible=use_color_sketch, elem_id="img2img_mask_alpha")
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with gr.TabItem('Inpaint upload', id='inpaint_upload', elem_id="img2img_inpaint_upload_tab") as tab_inpaint_upload:
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init_img_inpaint = gr.Image(label="Image for img2img", show_label=False, source="upload", interactive=True, type="pil", elem_id="img_inpaint_base")
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init_mask_inpaint = gr.Image(label="Mask", source="upload", interactive=True, type="pil", elem_id="img_inpaint_mask")
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with FormRow():
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mask_mode = gr.Radio(label="Mask source", choices=["Draw mask", "Upload mask"], type="index", value="Draw mask", elem_id="mask_mode")
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inpainting_mask_invert = gr.Radio(label='Mask mode', choices=['Inpaint masked', 'Inpaint not masked'], value='Inpaint masked', type="index", elem_id="img2img_mask_mode")
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with FormRow():
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inpainting_fill = gr.Radio(label='Masked content', choices=['fill', 'original', 'latent noise', 'latent nothing'], value='original', type="index", elem_id="img2img_inpainting_fill")
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with FormRow():
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with gr.Column():
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inpaint_full_res = gr.Radio(label="Inpaint area", choices=["Whole picture", "Only masked"], type="index", value="Whole picture", elem_id="img2img_inpaint_full_res")
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with gr.Column(scale=4):
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inpaint_full_res_padding = gr.Slider(label='Only masked padding, pixels', minimum=0, maximum=256, step=4, value=32, elem_id="img2img_inpaint_full_res_padding")
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with gr.TabItem('Batch img2img', id='batch', elem_id="img2img_batch_tab"):
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with gr.TabItem('Batch', id='batch', elem_id="img2img_batch_tab") as tab_batch:
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hidden = '<br>Disabled when launched with --hide-ui-dir-config.' if shared.cmd_opts.hide_ui_dir_config else ''
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gr.HTML(f"<p class=\"text-gray-500\">Process images in a directory on the same machine where the server is running.<br>Use an empty output directory to save pictures normally instead of writing to the output directory.{hidden}</p>")
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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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with FormGroup(elem_id="inpaint_controls", visible=False) as inpaint_controls:
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with FormRow():
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mask_blur = gr.Slider(label='Mask blur', minimum=0, maximum=64, step=1, value=4, elem_id="img2img_mask_blur")
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mask_alpha = gr.Slider(label="Mask transparency", visible=False, elem_id="img2img_mask_alpha")
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with FormRow():
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inpainting_mask_invert = gr.Radio(label='Mask mode', choices=['Inpaint masked', 'Inpaint not masked'], value='Inpaint masked', type="index", elem_id="img2img_mask_mode")
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with FormRow():
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inpainting_fill = gr.Radio(label='Masked content', choices=['fill', 'original', 'latent noise', 'latent nothing'], value='original', type="index", elem_id="img2img_inpainting_fill")
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with FormRow():
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with gr.Column():
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inpaint_full_res = gr.Radio(label="Inpaint area", choices=["Whole picture", "Only masked"], type="index", value="Whole picture", elem_id="img2img_inpaint_full_res")
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with gr.Column(scale=4):
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inpaint_full_res_padding = gr.Slider(label='Only masked padding, pixels', minimum=0, maximum=256, step=4, value=32, elem_id="img2img_inpaint_full_res_padding")
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def select_img2img_tab(tab):
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return gr.update(visible=tab in [2, 3, 4]), gr.update(visible=tab == 3),
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for i, elem in enumerate([tab_img2img, tab_sketch, tab_inpaint, tab_inpaint_color, tab_inpaint_upload, tab_batch]):
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elem.select(
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fn=lambda tab=i: select_img2img_tab(tab),
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inputs=[],
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outputs=[inpaint_controls, mask_alpha],
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)
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with FormRow():
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resize_mode = gr.Radio(label="Resize mode", elem_id="resize_mode", choices=["Just resize", "Crop and resize", "Resize and fill", "Just resize (latent upscale)"], type="index", value="Just resize")
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@ -900,20 +914,6 @@ def create_ui():
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]
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)
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mask_mode.change(
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lambda mode, img: {
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init_img_with_mask: gr_show(mode == 0),
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init_img_inpaint: gr_show(mode == 1),
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init_mask_inpaint: gr_show(mode == 1),
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},
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inputs=[mask_mode, init_img_with_mask],
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outputs=[
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init_img_with_mask,
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init_img_inpaint,
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init_mask_inpaint,
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],
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)
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img2img_args = dict(
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fn=wrap_gradio_gpu_call(modules.img2img.img2img, extra_outputs=[None, '', '']),
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_js="submit_img2img",
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@ -924,11 +924,12 @@ def create_ui():
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img2img_prompt_style,
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img2img_prompt_style2,
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init_img,
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sketch,
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init_img_with_mask,
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init_img_with_mask_orig,
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inpaint_color_sketch,
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inpaint_color_sketch_orig,
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init_img_inpaint,
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init_mask_inpaint,
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mask_mode,
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steps,
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sampler_index,
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mask_blur,
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@ -557,7 +557,9 @@ canvas[key="mask"] {
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}
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#img2img_image, #img2img_image > .h-60, #img2img_image > .h-60 > div, #img2img_image > .h-60 > div > img,
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img2maskimg, #img2maskimg > .h-60, #img2maskimg > .h-60 > div, #img2maskimg > .h-60 > div > img
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#img2img_sketch, #img2img_sketch > .h-60, #img2img_sketch > .h-60 > div, #img2img_sketch > .h-60 > div > img,
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#img2maskimg, #img2maskimg > .h-60, #img2maskimg > .h-60 > div, #img2maskimg > .h-60 > div > img,
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#inpaint_sketch, #inpaint_sketch > .h-60, #inpaint_sketch > .h-60 > div, #inpaint_sketch > .h-60 > div > img
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{
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height: 480px !important;
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max-height: 480px !important;
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