artificialguybr commited on
Commit
06819c2
1 Parent(s): 2fc0f3f

Delete pixelart.py

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Files changed (1) hide show
  1. pixelart.py +0 -148
pixelart.py DELETED
@@ -1,148 +0,0 @@
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- import gradio as gr
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-
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- import modules.scripts as scripts
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- from modules import images
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- from modules.shared import opts
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-
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- from sd_webui_pixelart.utils import DITHER_METHODS, QUANTIZATION_METHODS, downscale_image, limit_colors, resize_image, convert_to_black_and_white, convert_to_grayscale
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-
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- class Script(scripts.Script):
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- def title(self):
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- return "Pixel art"
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-
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-
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- def show(self, is_img2img):
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- return scripts.AlwaysVisible
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-
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-
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- def ui(self, is_img2img):
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- quantization_methods = ['Median cut', 'Maximum coverage', 'Fast octree']
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- dither_methods = ['None', 'Floyd-Steinberg']
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-
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- with gr.Accordion("Pixel art", open=False):
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- with gr.Row():
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- enabled = gr.Checkbox(label="Enable", value=False)
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-
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- with gr.Column():
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- with gr.Row():
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- downscale = gr.Slider(label="Downscale", minimum=1, maximum=32, step=2, value=8)
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- need_rescale = gr.Checkbox(label="Rescale to original size", value=True)
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- with gr.Tabs():
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- with gr.TabItem("Color"):
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- enable_color_limit = gr.Checkbox(label="Enable", value=False)
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- number_of_colors = gr.Slider(label="Palette Size", minimum=1, maximum=256, step=1, value=16)
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- quantization_method = gr.Radio(choices=quantization_methods, value=quantization_methods[0], label='Colors quantization method')
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- dither_method = gr.Radio(choices=dither_methods, value=dither_methods[0], label='Colors dither method')
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- use_k_means = gr.Checkbox(label="Enable k-means for color quantization", value=True)
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- with gr.TabItem("Grayscale"):
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- is_grayscale = gr.Checkbox(label="Enable", value=False)
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- number_of_shades = gr.Slider(label="Palette Size", minimum=1, maximum=256, step=1, value=16)
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- quantization_method_grayscale = gr.Radio(choices=quantization_methods, value=quantization_methods[0], label='Colors quantization method')
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- dither_method_grayscale = gr.Radio(choices=dither_methods, value=dither_methods[0], label='Colors dither method')
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- use_k_means_grayscale = gr.Checkbox(label="Enable k-means for color quantization", value=True)
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- with gr.TabItem("Black and white"):
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- with gr.Row():
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- is_black_and_white = gr.Checkbox(label="Enable", value=False)
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- is_inversed_black_and_white = gr.Checkbox(label="Inverse", value=False)
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- with gr.Row():
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- black_and_white_threshold = gr.Slider(label="Threshold", minimum=1, maximum=256, step=1, value=128)
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- with gr.TabItem("Custom color palette"):
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- use_color_palette = gr.Checkbox(label="Enable", value=False)
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- palette_image=gr.Image(label="Color palette image", type="pil")
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- palette_colors = gr.Slider(label="Palette Size (only for complex images)", minimum=1, maximum=256, step=1, value=16)
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- dither_method_palette = gr.Radio(choices=dither_methods, value=dither_methods[0], label='Colors dither method')
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-
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- return [enabled, downscale, need_rescale, enable_color_limit, number_of_colors, quantization_method, dither_method, use_k_means, is_grayscale, number_of_shades, quantization_method_grayscale, dither_method_grayscale, use_k_means_grayscale, is_black_and_white, is_inversed_black_and_white, black_and_white_threshold, use_color_palette, palette_image, palette_colors, dither_method_palette]
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-
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- def postprocess(
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- self,
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- p,
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- processed,
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- enabled,
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-
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- downscale,
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- need_rescale,
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-
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- enable_color_limit,
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- number_of_colors,
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- quantization_method,
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- dither_method,
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- use_k_means,
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-
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- is_grayscale,
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- number_of_shades,
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- quantization_method_grayscale,
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- dither_method_grayscale,
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- use_k_means_grayscale,
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-
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- is_black_and_white,
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- is_inversed_black_and_white,
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- black_and_white_threshold,
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-
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- use_color_palette,
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- palette_image,
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- palette_colors,
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- dither_method_palette
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- ):
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- if not enabled:
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- return
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-
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- dither = DITHER_METHODS[dither_method]
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- quantize = QUANTIZATION_METHODS[quantization_method]
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- dither_grayscale = DITHER_METHODS[dither_method_grayscale]
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- quantize_grayscale = QUANTIZATION_METHODS[quantization_method_grayscale]
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- dither_palette = DITHER_METHODS[dither_method_palette]
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-
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- def process_image(original_image):
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- original_width, original_height = original_image.size
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-
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- if original_image.mode != "RGB":
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- new_image = original_image.convert("RGB")
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- else:
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- new_image = original_image
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-
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- new_image = downscale_image(new_image, downscale)
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-
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- if use_color_palette:
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- new_image = limit_colors(
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- image=new_image,
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- palette=palette_image,
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- palette_colors=palette_colors,
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- dither=dither_palette
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- )
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-
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- if is_black_and_white:
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- new_image = convert_to_black_and_white(new_image, black_and_white_threshold, is_inversed_black_and_white)
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-
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- if is_grayscale:
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- new_image = convert_to_grayscale(new_image)
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- new_image = limit_colors(
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- image=new_image,
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- limit=int(number_of_shades),
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- quantize=quantize_grayscale,
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- dither=dither_grayscale,
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- use_k_means=use_k_means_grayscale
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- )
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-
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- if enable_color_limit:
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- new_image = limit_colors(
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- image=new_image,
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- limit=int(number_of_colors),
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- quantize=quantize,
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- dither=dither,
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- use_k_means=use_k_means
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- )
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-
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- if need_rescale:
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- new_image = resize_image(new_image, (original_width, original_height))
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-
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- return new_image.convert('RGBA')
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-
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- for i in range(len(processed.images)):
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- pixel_image = process_image(processed.images[i])
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- processed.images.append(pixel_image)
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-
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- images.save_image(pixel_image, p.outpath_samples, "pixel",
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- processed.seed + i, processed.prompt, opts.samples_format, info= processed.info, p=p)
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-
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- return processed