Merge pull request #9108 from AUTOMATIC1111/img2img-scale-by
add "resize by" and "resize to" tabs to img2img
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commit
b615a2ed11
@ -361,3 +361,8 @@ function selectCheckpoint(name){
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desiredCheckpointName = name;
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gradioApp().getElementById('change_checkpoint').click()
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}
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function currentImg2imgSourceResolution(_, _, scaleBy){
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var img = gradioApp().querySelector('#mode_img2img > div[style="display: block;"] img')
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return img ? [img.naturalWidth, img.naturalHeight, scaleBy] : [0, 0, scaleBy]
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}
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@ -81,7 +81,7 @@ def process_batch(p, input_dir, output_dir, inpaint_mask_dir, args):
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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, 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, img2img_batch_inpaint_mask_dir: str, override_settings_texts, *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, *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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@ -117,6 +117,12 @@ def img2img(id_task: str, mode: int, prompt: str, negative_prompt: str, prompt_s
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if image is not None:
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image = ImageOps.exif_transpose(image)
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if selected_scale_tab == 1:
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assert image, "Can't scale by because no image is selected"
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width = int(image.width * scale_by)
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height = int(image.height * scale_by)
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assert 0. <= denoising_strength <= 1., 'can only work with strength in [0.0, 1.0]'
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p = StableDiffusionProcessingImg2Img(
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@ -130,6 +130,16 @@ def calc_resolution_hires(enable, width, height, hr_scale, hr_resize_x, hr_resiz
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return f"resize: from <span class='resolution'>{p.width}x{p.height}</span> to <span class='resolution'>{p.hr_resize_x or p.hr_upscale_to_x}x{p.hr_resize_y or p.hr_upscale_to_y}</span>"
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def resize_from_to_html(width, height, scale_by):
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target_width = int(width * scale_by)
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target_height = int(height * scale_by)
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if not target_width or not target_height:
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return "no image selected"
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return f"resize: from <span class='resolution'>{width}x{height}</span> to <span class='resolution'>{target_width}x{target_height}</span>"
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def apply_styles(prompt, prompt_neg, styles):
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prompt = shared.prompt_styles.apply_styles_to_prompt(prompt, styles)
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prompt_neg = shared.prompt_styles.apply_negative_styles_to_prompt(prompt_neg, styles)
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@ -676,6 +686,8 @@ def create_ui():
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copy_image_buttons.append((button, name, elem))
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with gr.Tabs(elem_id="mode_img2img"):
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img2img_selected_tab = gr.State(0)
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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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add_copy_image_controls('img2img', init_img)
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@ -718,6 +730,12 @@ def create_ui():
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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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img2img_tabs = [tab_img2img, tab_sketch, tab_inpaint, tab_inpaint_color, tab_inpaint_upload, tab_batch]
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img2img_image_inputs = [init_img, sketch, init_img_with_mask, inpaint_color_sketch]
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for i, tab in enumerate(img2img_tabs):
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tab.select(fn=lambda tabnum=i: tabnum, inputs=[], outputs=[img2img_selected_tab])
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def copy_image(img):
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if isinstance(img, dict) and 'image' in img:
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return img['image']
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@ -747,11 +765,34 @@ def create_ui():
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elif category == "dimensions":
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with FormRow():
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with gr.Column(elem_id="img2img_column_size", scale=4):
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width = gr.Slider(minimum=64, maximum=2048, step=8, label="Width", value=512, elem_id="img2img_width")
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height = gr.Slider(minimum=64, maximum=2048, step=8, label="Height", value=512, elem_id="img2img_height")
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selected_scale_tab = gr.State(value=0)
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with gr.Column(elem_id="img2img_dimensions_row", scale=1, elem_classes="dimensions-tools"):
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res_switch_btn = ToolButton(value=switch_values_symbol, elem_id="img2img_res_switch_btn")
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with gr.Tabs():
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with gr.Tab(label="Resize to") as tab_scale_to:
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with FormRow():
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with gr.Column(elem_id="img2img_column_size", scale=4):
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width = gr.Slider(minimum=64, maximum=2048, step=8, label="Width", value=512, elem_id="img2img_width")
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height = gr.Slider(minimum=64, maximum=2048, step=8, label="Height", value=512, elem_id="img2img_height")
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with gr.Column(elem_id="img2img_dimensions_row", scale=1, elem_classes="dimensions-tools"):
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res_switch_btn = ToolButton(value=switch_values_symbol, elem_id="img2img_res_switch_btn")
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with gr.Tab(label="Resize by") as tab_scale_by:
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scale_by = gr.Slider(minimum=0.05, maximum=4.0, step=0.05, label="Scale", value=1.0, elem_id="img2img_scale")
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with FormRow():
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scale_by_html = FormHTML(resize_from_to_html(0, 0, 0.0), elem_id="img2img_scale_resolution_preview")
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gr.Slider(label="Unused", elem_id="img2img_unused_scale_by_slider")
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scale_by.change(
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fn=resize_from_to_html,
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_js="currentImg2imgSourceResolution",
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inputs=[dummy_component, dummy_component, scale_by],
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outputs=scale_by_html,
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show_progress=False,
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)
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tab_scale_to.select(fn=lambda: 0, inputs=[], outputs=[selected_scale_tab])
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tab_scale_by.select(fn=lambda: 1, inputs=[], outputs=[selected_scale_tab])
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if opts.dimensions_and_batch_together:
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with gr.Column(elem_id="img2img_column_batch"):
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@ -809,7 +850,7 @@ def create_ui():
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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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for i, elem in enumerate(img2img_tabs):
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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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@ -862,8 +903,10 @@ def create_ui():
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denoising_strength,
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seed,
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subseed, subseed_strength, seed_resize_from_h, seed_resize_from_w, seed_checkbox,
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selected_scale_tab,
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height,
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width,
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scale_by,
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resize_mode,
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inpaint_full_res,
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inpaint_full_res_padding,
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19
style.css
19
style.css
@ -293,7 +293,12 @@ button.custom-button{
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margin-left: -0.75em
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}
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#txtimg_hr_finalres .resolution{
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#img2img_scale_resolution_preview.block{
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display: flex;
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align-items: end;
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}
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#txtimg_hr_finalres .resolution, #img2img_scale_resolution_preview .resolution{
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font-weight: bold;
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}
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@ -337,6 +342,18 @@ div#extras_scale_to_tab div.form{
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overflow-wrap: break-word;
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}
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#img2img_column_batch{
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align-self: end;
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margin-bottom: 0.9em;
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}
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#img2img_unused_scale_by_slider{
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visibility: hidden;
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width: 0.5em;
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max-width: 0.5em;
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min-width: 0.5em;
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}
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/* settings */
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#quicksettings {
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width: fit-content;
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