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from turtle import width |
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import gradio as gr |
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import inspect |
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latent = gr.Interface.load("spaces/multimodalart/latentdiffusion") |
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rudalle = gr.Interface.load("spaces/multimodalart/rudalle") |
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guided = gr.Interface.load("spaces/EleutherAI/clip-guided-diffusion") |
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print(guided) |
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def text2image_latent(text,steps,width,height,images,diversity): |
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image = latent(text, steps, width, height, images, diversity)[0] |
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print(image) |
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return(image) |
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def text2image_rudalle(text,aspect,model): |
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image = rudalle(text,aspect,model) |
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print(image) |
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return(image) |
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def text2image_guided(text): |
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image = guided(text)[0] |
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return(image) |
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block = gr.Blocks() |
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with block: |
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text = gr.inputs.Textbox(placeholder="Try writing something..") |
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with gr.Tab("Latent Diffusion"): |
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steps = gr.inputs.Slider(label="Steps - more steps can increase quality but will take longer to generate",default=45,maximum=50,minimum=1,step=1) |
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width = gr.inputs.Radio(label="Width", choices=[32,64,128,256],default=256) |
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height = gr.inputs.Radio(label="Height", choices=[32,64,128,256],default=256) |
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images = gr.inputs.Slider(label="Images - How many images you wish to generate", default=2, step=1, minimum=1, maximum=4) |
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diversity = gr.inputs.Slider(label="Diversity scale - How different from one another you wish the images to be",default=5.0, minimum=1.0, maximum=15.0) |
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get_image_latent = gr.Button("Generate Image") |
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with gr.Tab("ruDALLE"): |
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aspect = gr.inputs.Radio(label="Aspect Ratio", choices=["Square", "Horizontal", "Vertical"],default="Square") |
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model = gr.inputs.Dropdown(label="Model", choices=["Surrealism","Realism", "Emoji"], default="Surrealism") |
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get_image_rudalle = gr.Button("Generate Image") |
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with gr.Tab("Guided Diffusion"): |
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get_image_guided = gr.Button("Generate Image") |
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with gr.Column(): |
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with gr.Row(): |
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image = gr.outputs.Image() |
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get_image_latent.click(text2image_latent, inputs=[text,steps,width,height,images,diversity], outputs=image) |
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get_image_rudalle.click(text2image_rudalle, inputs=[text,aspect,model], outputs=image) |
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get_image_guided.click(text2image_guided, inputs=text, outputs=image) |
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block.launch() |
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