Spaces:
Running
Running
GouriSankarPinaca
commited on
Commit
•
6cf3b2a
1
Parent(s):
3ef7a47
like the hardwork
Browse files- .gitignore +1 -1
- app.py +86 -0
.gitignore
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app.py
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#app.py
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app.py
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import gradio as gr
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from random import randint
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from all_models import models
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def load_fn(models):
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global models_load
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models_load = {}
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for model in models:
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if model not in models_load.keys():
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try:
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m = gr.load(f'models/{model}')
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except Exception as error:
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m = gr.Interface(lambda txt: None, ['text'], ['image'])
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models_load.update({model: m})
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load_fn(models)
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num_models = 6
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default_models = models[:num_models]
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def extend_choices(choices):
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return choices + (num_models - len(choices)) * ['NA']
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def update_imgbox(choices):
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choices_plus = extend_choices(choices)
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return [gr.Image(None, label=m, visible=(m != 'NA')) for m in choices_plus]
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def gen_fn(model_str, prompt, negative_prompt=None, image_style="Default"):
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if model_str == 'NA':
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return None
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modified_prompt = prompt
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if image_style != "Default":
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modified_prompt += f", {image_style}"
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if negative_prompt:
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modified_prompt += f", not {negative_prompt}"
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return models_load[model_str](modified_prompt)
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with gr.Blocks() as demo:
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with gr.Tab('The Dream'):
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txt_input = gr.Textbox(label='Your prompt:', lines=4)
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with gr.Accordion("Advanced Settings", open=False) as advanced_settings:
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neg_prompt = gr.Textbox(label='Negative prompt (Optional):', placeholder='Enter undesirable attributes here', lines=2)
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image_style = gr.Dropdown(label='Select Style', choices=["Default", "Realistic", "Portrait", "Anime"], value="Default")
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gen_button = gr.Button('Generate up to 6 images in up to 2 minutes total')
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stop_button = gr.Button('Stop', variant='secondary', interactive=False)
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gen_button.click(lambda s: gr.update(interactive=True), None, stop_button, concurrency_limit=10)
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gr.HTML(
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"""
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<div style="text-align: center; max-width: 1200px; margin: 0 auto;">
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<div>
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<body>
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<div class="center"><p style="margin-bottom: 10px; color: var(--body-text-color);">Scroll down to see more images and select models.</p>
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</div>
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</body>
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</div>
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</div>
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"""
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)
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with gr.Row():
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output = [gr.Image(label=m, min_width=460) for m in default_models]
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current_models = [gr.Textbox(m, visible=False) for m in default_models]
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for m, o in zip(current_models, output):
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gen_event = gen_button.click(gen_fn, [m, txt_input, neg_prompt, image_style], o, concurrency_limit=10)
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stop_button.click(lambda s: gr.update(interactive=False), None, stop_button, cancels=[gen_event])
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with gr.Accordion('Model selection'):
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model_choice = gr.CheckboxGroup(models, label=f'Choose up to {num_models} different models from the best available!', value=default_models, interactive=True)
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model_choice.change(update_imgbox, model_choice, output)
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model_choice.change(extend_choices, model_choice, current_models)
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with gr.Row():
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gr.HTML(
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"""
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<div class="footer">
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<p>Have fun!
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</p>
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"""
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)
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demo.launch(max_threads=200)
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