Merge pull request #9108 from AUTOMATIC1111/img2img-scale-by

    desiredCheckpointName = name;

    gradioApp().getElementById('change_checkpoint').click()

}

function currentImg2imgSourceResolution(_, _, scaleBy){

    var img = gradioApp().querySelector('#mode_img2img > div[style="display: block;"] img')

    return img ? [img.naturalWidth, img.naturalHeight, scaleBy] : [0, 0, scaleBy]

}

                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, 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):

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):

    override_settings = create_override_settings_dict(override_settings_texts)

    is_batch = mode == 5

    if image is not None:

        image = ImageOps.exif_transpose(image)

    if selected_scale_tab == 1:

        assert image, "Can't scale by because no image is selected"

        width = int(image.width * scale_by)

        height = int(image.height * scale_by)

    assert 0. <= denoising_strength <= 1., 'can only work with strength in [0.0, 1.0]'

    p = StableDiffusionProcessingImg2Img(

    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>"

def resize_from_to_html(width, height, scale_by):

    target_width = int(width * scale_by)

    target_height = int(height * scale_by)

    if not target_width or not target_height:

        return "no image selected"

    return f"resize: from <span class='resolution'>{width}x{height}</span> to <span class='resolution'>{target_width}x{target_height}</span>"

def apply_styles(prompt, prompt_neg, styles):

    prompt = shared.prompt_styles.apply_styles_to_prompt(prompt, styles)

    prompt_neg = shared.prompt_styles.apply_negative_styles_to_prompt(prompt_neg, styles)

                            copy_image_buttons.append((button, name, elem))

                with gr.Tabs(elem_id="mode_img2img"):

                    img2img_selected_tab = gr.State(0)

                    with gr.TabItem('img2img', id='img2img', elem_id="img2img_img2img_tab") as tab_img2img:

                        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)

                        add_copy_image_controls('img2img', init_img)

                        img2img_batch_output_dir = gr.Textbox(label="Output directory", **shared.hide_dirs, elem_id="img2img_batch_output_dir")

                        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")

                    img2img_tabs = [tab_img2img, tab_sketch, tab_inpaint, tab_inpaint_color, tab_inpaint_upload, tab_batch]

                    img2img_image_inputs = [init_img, sketch, init_img_with_mask, inpaint_color_sketch]

                    for i, tab in enumerate(img2img_tabs):

                        tab.select(fn=lambda tabnum=i: tabnum, inputs=[], outputs=[img2img_selected_tab])

                def copy_image(img):

                    if isinstance(img, dict) and 'image' in img:

                        return img['image']

                        steps, sampler_index = create_sampler_and_steps_selection(samplers_for_img2img, "img2img")

                    elif category == "dimensions":

                        with FormRow():

                            with gr.Column(elem_id="img2img_column_size", scale=4):

                                selected_scale_tab = gr.State(value=0)

                                with gr.Tabs():

                                    with gr.Tab(label="Resize to") as tab_scale_to:

                                        with FormRow():

                                            with gr.Column(elem_id="img2img_column_size", scale=4):

                                                width = gr.Slider(minimum=64, maximum=2048, step=8, label="Width", value=512, elem_id="img2img_width")

                                                height = gr.Slider(minimum=64, maximum=2048, step=8, label="Height", value=512, elem_id="img2img_height")

                                            with gr.Column(elem_id="img2img_dimensions_row", scale=1, elem_classes="dimensions-tools"):

                                                res_switch_btn = ToolButton(value=switch_values_symbol, elem_id="img2img_res_switch_btn")

                                    with gr.Tab(label="Resize by") as tab_scale_by:

                                        scale_by = gr.Slider(minimum=0.05, maximum=4.0, step=0.05, label="Scale", value=1.0, elem_id="img2img_scale")

                                        with FormRow():

                                            scale_by_html = FormHTML(resize_from_to_html(0, 0, 0.0), elem_id="img2img_scale_resolution_preview")

                                            gr.Slider(label="Unused", elem_id="img2img_unused_scale_by_slider")

                                    scale_by.change(

                                        fn=resize_from_to_html,

                                        _js="currentImg2imgSourceResolution",

                                        inputs=[dummy_component, dummy_component, scale_by],

                                        outputs=scale_by_html,

                                        show_progress=False,

                                    )

                            tab_scale_to.select(fn=lambda: 0, inputs=[], outputs=[selected_scale_tab])

                            tab_scale_by.select(fn=lambda: 1, inputs=[], outputs=[selected_scale_tab])

                            if opts.dimensions_and_batch_together:

                                with gr.Column(elem_id="img2img_column_batch"):

                                    batch_count = gr.Slider(minimum=1, step=1, label='Batch count', value=1, elem_id="img2img_batch_count")

                            def select_img2img_tab(tab):

                                return gr.update(visible=tab in [2, 3, 4]), gr.update(visible=tab == 3),

                            for i, elem in enumerate([tab_img2img, tab_sketch, tab_inpaint, tab_inpaint_color, tab_inpaint_upload, tab_batch]):

                            for i, elem in enumerate(img2img_tabs):

                                elem.select(

                                    fn=lambda tab=i: select_img2img_tab(tab),

                                    inputs=[],

                    denoising_strength,

                    seed,

                    subseed, subseed_strength, seed_resize_from_h, seed_resize_from_w, seed_checkbox,

                    selected_scale_tab,

                    height,

                    width,

                    scale_by,

                    resize_mode,

                    inpaint_full_res,

                    inpaint_full_res_padding,

    margin-left: -0.75em

}

#txtimg_hr_finalres .resolution{

#img2img_scale_resolution_preview.block{

    display: flex;

    align-items: end;

}

#txtimg_hr_finalres .resolution, #img2img_scale_resolution_preview .resolution{

    font-weight: bold;

}

    overflow-wrap: break-word;

}

#img2img_column_batch{

    align-self: end;

    margin-bottom: 0.9em;

}

#img2img_unused_scale_by_slider{

    visibility: hidden;

    width: 0.5em;

    max-width: 0.5em;

    min-width: 0.5em;

}

/* settings */

#quicksettings {

    width: fit-content;