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import gradio |
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class Model: |
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def __init__(self, name, path="", prefix=""): |
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self.name = name |
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self.path = path |
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self.prefix = prefix |
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models = [ |
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Model("Marvel","models/ItsJayQz/Marvel_WhatIf_Diffusion", "whatif style"), |
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Model("Cyberpunk Anime Diffusion", "models/DGSpitzer/Cyberpunk-Anime-Diffusion", "dgs illustration style"), |
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Model("Portrait plus", "models/wavymulder/portraitplus", "portrait+ style"), |
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Model("CF25", "models/gsdf/Counterfeit-V2.5", "anime style"), |
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Model("vintedois", "models/22h/vintedois-diffusion-v0-1", "vintedois style"), |
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Model("dreamlike", "models/dreamlike-art/dreamlike-diffusion-1.0","dreamlike style"), |
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Model("GTA5","models/ItsJayQz/GTA5_Artwork_Diffusion", "GTA5 style") |
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] |
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model1=[] |
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model2=[] |
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model3=[] |
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for i in range(len(models)): |
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model3.append(models[i].name) |
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model1.append(gradio.Interface.load(models[i].path)) |
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model2.append(models[i].prefix) |
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def process1(prompt, modelSelected): |
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if (modelSelected==''): |
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modelSelected = "Marvel" |
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model_idx=model3.index(modelSelected) |
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prompt+=", in "+model2[model_idx] |
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image_return = model1[model_idx](prompt) |
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return image_return |
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sandbox = gradio.Interface(fn=process1, |
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inputs=[gradio.Textbox(label="Enter Prompt:"), gradio.Dropdown(model3)], |
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outputs=[gradio.Image(label="Produced Image")], |
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title='Text to Image', |
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examples=[["Portrait close up, Elvis Presley, concert hall in the background", "GTA5"], |
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["Marvel Blackwidow portrait close up. building city background", "Marvel"], |
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["A white rabbit wizard, Hogwart University, Castle in the background", "dreamlike"]]) |
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sandbox.queue(concurrency_count=20).launch() |
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