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#!/usr/bin/env python
from __future__ import annotations
import gradio as gr
from model import AppModel
DESCRIPTION = '# <a href="https://github.com/THUDM/CogView2">CogView2</a> (text2image)'
NOTES = '''
- This app is adapted from <a href="https://github.com/hysts/CogView2_demo">https://github.com/hysts/CogView2_demo</a>. It would be recommended to use the repo if you want to run the app yourself.
- [This Space](https://huggingface.co/spaces/chinhon/translation_eng2ch) is used for translation from English to Chinese.
'''
FOOTER = '<img id="visitor-badge" alt="visitor badge" src="https://visitor-badge.glitch.me/badge?page_id=THUDM.CogView2" />'
def set_example_text(example: list) -> dict:
return gr.Textbox.update(value=example[0])
def main():
only_first_stage = True
max_inference_batch_size = 4
model = AppModel(max_inference_batch_size, only_first_stage)
with gr.Blocks(css='style.css') as demo:
gr.Markdown(DESCRIPTION)
with gr.Row():
with gr.Column():
with gr.Group():
text = gr.Textbox(label='Input Text')
translate = gr.Checkbox(label='Translate to Chinese',
value=False)
style = gr.Dropdown(choices=[
'mainbody',
'photo',
'flat',
'comics',
'oil',
'sketch',
'isometric',
'chinese',
'watercolor',
],
label='Style')
seed = gr.Slider(0,
100000,
step=1,
value=1234,
label='Seed')
only_first_stage = gr.Checkbox(
label='Only First Stage',
value=only_first_stage,
visible=not only_first_stage)
num_images = gr.Slider(1,
16,
step=1,
value=8,
label='Number of Images')
with open('samples.txt') as f:
samples = [[line.strip()] for line in f.readlines()]
examples = gr.Dataset(components=[text], samples=samples)
run_button = gr.Button('Run')
with gr.Column():
with gr.Group():
translated_text = gr.Textbox(label='Translated Text')
with gr.Tabs():
with gr.TabItem('Output (Grid View)'):
result_grid = gr.Image(show_label=False)
with gr.TabItem('Output (Gallery)'):
result_gallery = gr.Gallery(show_label=False)
gr.Markdown(NOTES)
gr.Markdown(FOOTER)
run_button.click(fn=model.run_with_translation,
inputs=[
text,
translate,
style,
seed,
only_first_stage,
num_images,
],
outputs=[
translated_text,
result_grid,
result_gallery,
])
examples.click(fn=set_example_text,
inputs=examples,
outputs=examples.components)
demo.launch(enable_queue=True)
if __name__ == '__main__':
main()
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