Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -23,6 +23,19 @@ pipe.to("cuda")
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MAX_SEED = 2**32-1
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@spaces.GPU()
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def generate_fashion(prompt, mode, cfg_scale, steps, randomize_seed, seed, width, height, lora_scale, progress=gr.Progress(track_tqdm=True)):
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# ํ๊ธ ๊ฐ์ง ๋ฐ ๋ฒ์ญ
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@@ -36,7 +49,7 @@ def generate_fashion(prompt, mode, cfg_scale, steps, randomize_seed, seed, width
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actual_prompt = prompt
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# ๋ชจ๋์ ๋ฐ๋ฅธ LoRA ๋ฐ ํธ๋ฆฌ๊ฑฐ์๋ ์ค์
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if mode == "
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pipe.load_lora_weights(model_lora_repo)
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trigger_word = "fashion photography, professional model"
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else:
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@@ -66,96 +79,64 @@ def generate_fashion(prompt, mode, cfg_scale, steps, randomize_seed, seed, width
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progress(100, "Completed!")
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return image, seed
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def
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with gr.Blocks(theme="Yntec/HaleyCH_Theme_Orange") as app:
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gr.Markdown("# ๐ญ Fashion AI Studio")
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gr.Markdown("
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with gr.
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#
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with gr.Row():
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-
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label="Style Description",
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placeholder="Describe the desired style (e.g., 'person wearing elegant dress')"
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)
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with gr.Row():
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with gr.Group():
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structure_image = gr.Image(
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label="Your Photo (Full-body)",
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type="filepath"
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)
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gr.Markdown("*Upload a clear, well-lit full-body photo*")
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depth_strength = gr.Slider(
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minimum=0,
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maximum=50,
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value=15,
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label="Fitting Strength"
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)
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with gr.Group():
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style_image = gr.Image(
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label="Clothing Item",
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type="filepath"
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)
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gr.Markdown("*Upload the clothing item you want to try on*")
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style_strength = gr.Slider(
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minimum=0,
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maximum=1,
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value=0.5,
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label="Style Transfer Strength"
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)
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tryon_btn = gr.Button("Generate Try-On")
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with gr.Column():
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output_image = gr.Image(label="Generated Result")
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# Fashion Generation ํญ
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with gr.TabItem("๐ Fashion Generation"):
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with gr.Column():
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# ๋ชจ๋ ์ ํ
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with gr.Group():
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mode = gr.Radio(
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choices=["Generate Model", "Generate Clothes"],
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label="Generation Mode",
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value="Generate Model"
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)
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# ํ๋กฌํํธ ์
๋ ฅ
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prompt = gr.TextArea(
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label="โ๏ธ Fashion Description (ํ๊ธ ๋๋ ์์ด)",
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placeholder="ํจ์
๋ชจ๋ธ์ด๋ ์๋ฅ๋ฅผ ์ค๋ช
ํ์ธ์...",
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lines=5
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)
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# ๊ฒฐ๊ณผ ์ด๋ฏธ์ง
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result = gr.Image(label="Generated Fashion")
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generate_button = gr.Button("๐ Generate Fashion")
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# ๊ณ ๊ธ ์ค์ ์์ฝ๋์ธ
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with gr.Accordion("๐จ Advanced Options", open=False):
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with gr.Row():
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cfg_scale = gr.Slider(label="CFG Scale", minimum=1, maximum=20, value=7.0)
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steps = gr.Slider(label="Steps", minimum=1, maximum=100, value=30)
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lora_scale = gr.Slider(label="LoRA Scale", minimum=0, maximum=1, value=0.85)
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with gr.Row():
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width = gr.Slider(label="Width", minimum=256, maximum=1536, value=512)
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height = gr.Slider(label="Height", minimum=256, maximum=1536, value=768)
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with gr.Row():
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randomize_seed = gr.Checkbox(True, label="Randomize seed")
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seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, value=42)
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# ์ด๋ฒคํธ ํธ๋ค๋ฌ
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fn=
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inputs=[
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outputs=[
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)
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generate_button.click(
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MAX_SEED = 2**32-1
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# ์์ ํ๋กฌํํธ ์ ์
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model_examples = [
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"professional fashion model wearing elegant black dress in studio lighting",
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"fashion model in casual street wear, urban background",
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"high fashion model in avant-garde outfit on runway"
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]
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clothes_examples = [
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"luxurious red evening gown with detailed embroidery",
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"casual denim jacket with vintage wash",
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"modern minimalist white blazer with clean lines"
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]
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@spaces.GPU()
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def generate_fashion(prompt, mode, cfg_scale, steps, randomize_seed, seed, width, height, lora_scale, progress=gr.Progress(track_tqdm=True)):
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# ํ๊ธ ๊ฐ์ง ๋ฐ ๋ฒ์ญ
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actual_prompt = prompt
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# ๋ชจ๋์ ๋ฐ๋ฅธ LoRA ๋ฐ ํธ๋ฆฌ๊ฑฐ์๋ ์ค์
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if mode == "ํจ์
๋ชจ๋ธ ์์ฑ":
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pipe.load_lora_weights(model_lora_repo)
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trigger_word = "fashion photography, professional model"
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else:
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progress(100, "Completed!")
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return image, seed
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def update_examples(mode):
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if mode == "ํจ์
๋ชจ๋ธ ์์ฑ":
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return gr.Examples(examples=model_examples)
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else:
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return gr.Examples(examples=clothes_examples)
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with gr.Blocks(theme="Yntec/HaleyCH_Theme_Orange") as app:
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gr.Markdown("# ๐ญ Fashion AI Studio")
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gr.Markdown("AI๋ฅผ ์ฌ์ฉํ์ฌ ํจ์
๋ชจ๋ธ๊ณผ ์๋ฅ๋ฅผ ์์ฑํด๋ณด์ธ์")
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with gr.Column():
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# ๋ชจ๋ ์ ํ
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mode = gr.Radio(
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choices=["ํจ์
๋ชจ๋ธ ์์ฑ", "ํจ์
์๋ฅ ์์ฑ"],
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label="์์ฑ ๋ชจ๋",
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value="ํจ์
๋ชจ๋ธ ์์ฑ"
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)
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# ํ๋กฌํํธ ์
๋ ฅ
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prompt = gr.TextArea(
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label="โ๏ธ ํจ์
์ค๋ช
(ํ๊ธ ๋๋ ์์ด)",
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placeholder="ํจ์
๋ชจ๋ธ์ด๋ ์๋ฅ๋ฅผ ์ค๋ช
ํ์ธ์...",
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lines=3
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)
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# ์์ ์น์
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with gr.Column() as example_container:
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examples = gr.Examples(
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examples=model_examples,
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inputs=prompt,
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label="์์ ํ๋กฌํํธ"
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)
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# ๊ฒฐ๊ณผ ์ด๋ฏธ์ง
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result = gr.Image(label="์์ฑ๋ ์ด๋ฏธ์ง")
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generate_button = gr.Button("๐ ์ด๋ฏธ์ง ์์ฑ")
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# ๊ณ ๊ธ ์ค์
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with gr.Accordion("๐จ ๊ณ ๊ธ ์ค์ ", open=False):
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with gr.Row():
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cfg_scale = gr.Slider(label="CFG Scale", minimum=1, maximum=20, value=7.0)
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steps = gr.Slider(label="Steps", minimum=1, maximum=100, value=30)
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lora_scale = gr.Slider(label="LoRA Scale", minimum=0, maximum=1, value=0.85)
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with gr.Row():
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width = gr.Slider(label="Width", minimum=256, maximum=1536, value=512)
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height = gr.Slider(label="Height", minimum=256, maximum=1536, value=768)
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with gr.Row():
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randomize_seed = gr.Checkbox(True, label="์๋ ๋๋คํ")
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seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, value=42)
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# ์ด๋ฒคํธ ํธ๋ค๋ฌ
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mode.change(
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fn=update_examples,
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inputs=[mode],
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outputs=[examples]
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)
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generate_button.click(
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