Commit ·
bc83ad3
1
Parent(s): 3155170
28. Sept. 2024, 10:16
Browse files
app.py
CHANGED
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@@ -154,7 +154,10 @@ model_lineart_anime = None
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model_lineart = None
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def lineart(img, res, preprocessor_name="Lineart", invert=True):
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img = resize_image(HWC3(img), res)
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["Lineart", "Lineart Coarse", "Lineart Anime"]
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if preprocessor_name in ["Lineart", "Lineart Coarse"]:
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@@ -164,24 +167,26 @@ def lineart(img, res, preprocessor_name="Lineart", invert=True):
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from annotator.lineart import LineartDetector
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model_lineart = LineartDetector()
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# result = model_lineart(img, coarse)
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if invert:
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result = cv2.bitwise_not(model_lineart(img, coarse))
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else:
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result = model_lineart(img, coarse)
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return [result]
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elif preprocessor_name == "Lineart Anime":
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global model_lineart_anime
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if model_lineart_anime is None:
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from annotator.lineart_anime import LineartAnimeDetector
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model_lineart_anime = LineartAnimeDetector()
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# result = model_lineart_anime(img)
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if invert:
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result = cv2.bitwise_not(model_lineart_anime(img))
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else:
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result = model_lineart_anime(img)
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model_oneformer_coco = None
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@@ -262,45 +267,6 @@ theme = gr.themes.Soft(
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neutral_hue=gr.themes.Color(c100="#a6adc8", c200="#9399b2", c300="#7f849c", c400="#6c7086", c50="#cdd6f4", c500="#585b70", c600="#45475a", c700="#313244", c800="#1e1e2e", c900="#181825", c950="#11111b"),
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)
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css = """
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body > gradio-app {
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background: var(--primary-950);
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background: linear-gradient(180deg, color-mix(in srgb, var(--primary-950), transparent 50%) 0%, color-mix(in srgb, var(--primary-950), transparent 50%) 28%, var(--neutral-950) 28%, var(--neutral-950) 100%) !important;
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padding-top: 120px;
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}
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div.tabs > div.tab-nav {
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border-bottom: none; !important;
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padding: 0 0.25rem 0 0.25rem !important;
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flex-wrap: nowrap;
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overflow-x: scroll;
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overflow-y:hidden;
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}
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div.tabs > div.tab-nav > button.selected {
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border-width: 0 !important;
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background: var(--primary-600) !important;
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color: var(--neutral-950);
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font-weight: 600;
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}
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div.tabs > div.tab-nav > button {
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min-width: 140px !important;
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}
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div.tabs div.tabitem {
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background-color: var(--neutral-900) !important;
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border-top: 8px solid var(--primary-600) !important;
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border-radius: var(--container-radius) !important;
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}
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.top-description h1 {
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color: var(--neutral-400);
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font-size: 2rem;
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}
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"""
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with gr.Blocks(theme=theme, css="custom.css", js="javascript.js") as demo:
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gr.Markdown(DESCRIPTION, elem_classes="top-description")
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@@ -450,24 +416,15 @@ with gr.Blocks(theme=theme, css="custom.css", js="javascript.js") as demo:
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gr.Markdown("## Lineart \n<p>Check Invert to use with Mochi Diffusion. Inverted image can also be created here for use with ControlNet Scribble.")
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with gr.Row():
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with gr.Column():
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preprocessor_name = gr.Radio(label="Preprocessor", choices=["Lineart", "Lineart Coarse", "Lineart Anime"], type="value", value="Lineart")
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input_image = gr.Image(label="Input Image", type="numpy", height=512)
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invert = gr.Checkbox(label="Invert", value=True)
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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if preprocessor_name == "Lineart":
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return "Lineart"
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elif preprocessor_name == "Lineart Coarse":
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return "Lineart Coarse"
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elif preprocessor_name == "Lineart Anime":
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return "Lineart Anime"
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preprocessor_name.change(fn=update_button_label, inputs=[preprocessor_name], outputs=[run_button])
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run_button.click(fn=lineart, inputs=[input_image, resolution, preprocessor_name, invert], outputs=[gallery])
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with gr.Tab("InPaint"):
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with gr.Row():
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model_lineart = None
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def lineart(img, res, preprocessor_name="Lineart", invert=True, old_images=None):
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print("Old Images: ", old_images)
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result_images = []
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result = None
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img = resize_image(HWC3(img), res)
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["Lineart", "Lineart Coarse", "Lineart Anime"]
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if preprocessor_name in ["Lineart", "Lineart Coarse"]:
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from annotator.lineart import LineartDetector
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model_lineart = LineartDetector()
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if invert:
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result = cv2.bitwise_not(model_lineart(img, coarse))
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else:
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result = model_lineart(img, coarse)
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# return [result]
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elif preprocessor_name == "Lineart Anime":
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global model_lineart_anime
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if model_lineart_anime is None:
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from annotator.lineart_anime import LineartAnimeDetector
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model_lineart_anime = LineartAnimeDetector()
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if invert:
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result = cv2.bitwise_not(model_lineart_anime(img))
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else:
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result = model_lineart_anime(img)
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result_images.append(result)
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if old_images is not None:
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result_images.extend(old_images)
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return result_images
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model_oneformer_coco = None
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neutral_hue=gr.themes.Color(c100="#a6adc8", c200="#9399b2", c300="#7f849c", c400="#6c7086", c50="#cdd6f4", c500="#585b70", c600="#45475a", c700="#313244", c800="#1e1e2e", c900="#181825", c950="#11111b"),
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)
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with gr.Blocks(theme=theme, css="custom.css", js="javascript.js") as demo:
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gr.Markdown(DESCRIPTION, elem_classes="top-description")
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gr.Markdown("## Lineart \n<p>Check Invert to use with Mochi Diffusion. Inverted image can also be created here for use with ControlNet Scribble.")
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(label="Input Image", type="numpy", height=512)
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preprocessor_name = gr.Radio(label="Preprocessor", show_label=False, choices=["Lineart", "Lineart Coarse", "Lineart Anime"], type="value", value="Lineart")
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invert = gr.Checkbox(label="Invert", value=True)
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_btn_lineart = gr.Button("Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_btn_lineart.click(fn=lineart, inputs=[input_image, resolution, preprocessor_name, invert, gallery], outputs=[gallery])
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with gr.Tab("InPaint"):
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with gr.Row():
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