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https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
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ability to upload mask for inpainting
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parent
5b6a585ae5
commit
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@ -11,16 +11,21 @@ from modules.ui import plaintext_to_html
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import modules.images as images
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import modules.images as images
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import modules.scripts
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import modules.scripts
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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):
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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):
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is_inpaint = mode == 1
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is_inpaint = mode == 1
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is_loopback = mode == 2
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is_loopback = mode == 2
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is_upscale = mode == 3
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is_upscale = mode == 3
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if is_inpaint:
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if is_inpaint:
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if mask_mode == 0:
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image = init_img_with_mask['image']
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image = init_img_with_mask['image']
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mask = 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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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, init_img_with_mask['mask'].convert('L')).convert('RGBA')
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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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image = image.convert('RGB')
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else:
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image = init_img
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mask = init_mask
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else:
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else:
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image = init_img
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image = init_img
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mask = None
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mask = None
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@ -360,7 +360,11 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
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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)
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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)
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init_img = gr.Image(label="Image for img2img", source="upload", interactive=True, type="pil")
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init_img = gr.Image(label="Image for img2img", source="upload", interactive=True, type="pil")
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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")
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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")
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resize_mode = gr.Radio(label="Resize mode", show_label=False, choices=["Just resize", "Crop and resize", "Resize and fill"], type="index", value="Just resize")
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init_mask = gr.Image(label="Mask", source="upload", interactive=True, type="pil", visible=False)
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with gr.Row():
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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")
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mask_mode = gr.Radio(label="Mask mode", show_label=False, choices=["Draw mask", "Upload mask"], type="index", value="Draw mask")
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steps = gr.Slider(minimum=1, maximum=150, step=1, label="Sampling Steps", value=20)
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steps = gr.Slider(minimum=1, maximum=150, step=1, label="Sampling Steps", value=20)
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sampler_index = gr.Radio(label='Sampling method', choices=[x.name for x in samplers_for_img2img], value=samplers_for_img2img[0].name, type="index")
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sampler_index = gr.Radio(label='Sampling method', choices=[x.name for x in samplers_for_img2img], value=samplers_for_img2img[0].name, type="index")
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@ -416,15 +420,17 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
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html_info = gr.HTML()
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html_info = gr.HTML()
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generation_info = gr.Textbox(visible=False)
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generation_info = gr.Textbox(visible=False)
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def apply_mode(mode):
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def apply_mode(mode, uploadmask):
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is_classic = mode == 0
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is_classic = mode == 0
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is_inpaint = mode == 1
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is_inpaint = mode == 1
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is_loopback = mode == 2
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is_loopback = mode == 2
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is_upscale = mode == 3
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is_upscale = mode == 3
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return {
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return {
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init_img: gr_show(not is_inpaint),
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init_img: gr_show(not is_inpaint or (is_inpaint and uploadmask == 1)),
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init_img_with_mask: gr_show(is_inpaint),
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init_img_with_mask: gr_show(is_inpaint and uploadmask == 0),
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init_mask: gr_show(is_inpaint and uploadmask == 1),
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mask_mode: gr_show(is_inpaint),
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mask_blur: gr_show(is_inpaint),
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mask_blur: gr_show(is_inpaint),
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inpainting_fill: gr_show(is_inpaint),
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inpainting_fill: gr_show(is_inpaint),
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batch_count: gr_show(not is_upscale),
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batch_count: gr_show(not is_upscale),
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@ -438,10 +444,12 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
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switch_mode.change(
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switch_mode.change(
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apply_mode,
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apply_mode,
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inputs=[switch_mode],
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inputs=[switch_mode, mask_mode],
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outputs=[
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outputs=[
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init_img,
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init_img,
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init_img_with_mask,
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init_img_with_mask,
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init_mask,
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mask_mode,
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mask_blur,
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mask_blur,
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inpainting_fill,
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inpainting_fill,
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batch_count,
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batch_count,
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@ -454,6 +462,20 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
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]
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]
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)
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)
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mask_mode.change(
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lambda mode: {
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init_img: gr_show(mode == 1),
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init_img_with_mask: gr_show(mode == 0),
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init_mask: gr_show(mode == 1),
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},
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inputs=[mask_mode],
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outputs=[
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init_img,
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init_img_with_mask,
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init_mask,
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],
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)
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img2img_args = dict(
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img2img_args = dict(
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fn=img2img,
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fn=img2img,
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_js="submit",
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_js="submit",
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@ -462,6 +484,8 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
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negative_prompt,
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negative_prompt,
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init_img,
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init_img,
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init_img_with_mask,
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init_img_with_mask,
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init_mask,
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mask_mode,
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steps,
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steps,
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sampler_index,
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sampler_index,
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mask_blur,
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mask_blur,
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