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import numpy as np | |
import gradio as gr | |
import paddlehub as hub | |
model = hub.Module(name='ernie_vilg') | |
language_translation_model = hub.Module(name='baidu_translate') | |
language_recognition_model = hub.Module(name='baidu_language_recognition') | |
style_list = ['古风', '油画', '水彩', '卡通', '二次元', '浮世绘', '蒸汽波艺术', 'low poly', '像素风格', '概念艺术', '未来主义', '赛博朋克', '写实风格', '洛丽塔风格', '巴洛克风格', '超现实主义', '探索无限'] | |
tips = {"en": "Tips: The input text will be translated into Chinese for generation", | |
"jp": "ヒント: 入力テキストは生成のために中国語に翻訳されます", | |
"kor": "힌트: 입력 텍스트는 생성을 위해 중국어로 번역됩니다"} | |
count = 0 | |
def translate_language(text_prompts): | |
global count | |
try: | |
count += 1 | |
tips_text = None | |
language_code = language_recognition_model.recognize(text_prompts) | |
if language_code != 'zh': | |
text_prompts = language_translation_model.translate(text_prompts, language_code, 'zh') | |
except Exception as e: | |
error_text = str(e) | |
return {status_text:error_text, language_tips_text:gr.update(visible=False)} | |
if language_code in tips: | |
tips_text = tips[language_code] | |
else: | |
tips_text = tips['en'] | |
if language_code == 'zh': | |
return {language_tips_text:gr.update(visible=False), translated_language:text_prompts, trigger_component: gr.update(value=count, visible=False)} | |
else: | |
return {language_tips_text:gr.update(visible=True, value=tips_text), translated_language:text_prompts, trigger_component: gr.update(value=count, visible=False)} | |
def inference(text_prompts, style_indx): | |
try: | |
model.token = model._apply_token(model.ak, model.sk) | |
style = style_list[style_indx] | |
results = model.generate_image( | |
text_prompts=text_prompts, style=style, visualization=False, topk=4) | |
except Exception as e: | |
error_text = str(e) | |
return {status_text:error_text, gallery:None} | |
return {status_text:'Success', gallery:results[:4]} | |
title="ERNIE-ViLG" | |
description="ERNIE-ViLG model, which supports text-to-image task." | |
css = """ | |
.gradio-container { | |
font-family: 'IBM Plex Sans', sans-serif; | |
} | |
.gr-button { | |
color: white; | |
border-color: black; | |
background: black; | |
} | |
input[type='range'] { | |
accent-color: black; | |
} | |
.dark input[type='range'] { | |
accent-color: #dfdfdf; | |
} | |
.container { | |
max-width: 730px; | |
margin: auto; | |
padding-top: 1.5rem; | |
} | |
#gallery { | |
min-height: 22rem; | |
margin-bottom: 15px; | |
margin-left: auto; | |
margin-right: auto; | |
border-bottom-right-radius: .5rem !important; | |
border-bottom-left-radius: .5rem !important; | |
} | |
#gallery>div>.h-full { | |
min-height: 20rem; | |
} | |
.details:hover { | |
text-decoration: underline; | |
} | |
.gr-button { | |
white-space: nowrap; | |
} | |
.gr-button:focus { | |
border-color: rgb(147 197 253 / var(--tw-border-opacity)); | |
outline: none; | |
box-shadow: var(--tw-ring-offset-shadow), var(--tw-ring-shadow), var(--tw-shadow, 0 0 #0000); | |
--tw-border-opacity: 1; | |
--tw-ring-offset-shadow: var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color); | |
--tw-ring-shadow: var(--tw-ring-inset) 0 0 0 calc(3px var(--tw-ring-offset-width)) var(--tw-ring-color); | |
--tw-ring-color: rgb(191 219 254 / var(--tw-ring-opacity)); | |
--tw-ring-opacity: .5; | |
} | |
.footer { | |
margin-bottom: 45px; | |
margin-top: 35px; | |
text-align: center; | |
border-bottom: 1px solid #e5e5e5; | |
} | |
.footer>p { | |
font-size: .8rem; | |
display: inline-block; | |
padding: 0 10px; | |
transform: translateY(10px); | |
background: white; | |
} | |
.dark .footer { | |
border-color: #303030; | |
} | |
.dark .footer>p { | |
background: #0b0f19; | |
} | |
.prompt h4{ | |
margin: 1.25em 0 .25em 0; | |
font-weight: bold; | |
font-size: 115%; | |
} | |
""" | |
block = gr.Blocks(css=css) | |
examples = [ | |
[ | |
'戴着眼镜的猫', | |
'油画(Oil painting)' | |
], | |
[ | |
'A cat with glasses', | |
'油画(Oil painting)' | |
], | |
[ | |
'眼鏡をかけた猫', | |
'油画(Oil painting)' | |
], | |
[ | |
'안경을 쓴 고양이', | |
'油画(Oil painting)' | |
], | |
[ | |
'日落时的城市天际线,史前遗迹风格', | |
'油画(Oil painting)' | |
], | |
[ | |
'一只猫坐在椅子上,戴着一副墨镜, low poly 风格', | |
'卡通(Cartoon)' | |
], | |
[ | |
'A cat sitting on a chair, wearing a pair of sunglasses, low poly style', | |
'油画(Oil painting)' | |
], | |
[ | |
'猫が椅子に座ってサングラスをかけている、low polyスタイル', | |
'油画(Oil painting)' | |
], | |
[ | |
'고양이 한 마리가 의자에 앉아 선글라스를 끼고 low poly 스타일을 하고 있다', | |
'油画(Oil painting)' | |
], | |
[ | |
'一只猫坐在椅子上,戴着一副墨镜,秋天风格', | |
'探索无限(Explore infinity)' | |
], | |
[ | |
'蒙娜丽莎,赛博朋克,宝丽来,33毫米,蒸汽波艺术', | |
'探索无限(Explore infinity)' | |
], | |
[ | |
'一只猫坐在椅子上,戴着一副墨镜,海盗风格', | |
'探索无限(Explore infinity)' | |
], | |
[ | |
'一条由闪电制成的令人敬畏的龙,概念艺术', | |
'探索无限(Explore infinity)' | |
], | |
[ | |
'An awesome dragon made of lightning, conceptual art', | |
'油画(Oil painting)' | |
], | |
[ | |
'稲妻で作られた畏敬の念を抱かせる竜、コンセプトアート', | |
'油画(Oil painting)' | |
], | |
[ | |
'번개로 만든 경외스러운 용, 개념 예술', | |
'油画(Oil painting)' | |
], | |
[ | |
'梵高猫头鹰,蒸汽波艺术', | |
'探索无限(Explore infinity)' | |
], | |
[ | |
'萨尔瓦多·达利描绘古代文明的超现实主义梦幻油画,写实风格', | |
'探索无限(Explore infinity)' | |
], | |
[ | |
'夕阳日落时,阳光落在云层上,海面波涛汹涌,风景,胶片感', | |
'探索无限(Explore infinity)' | |
], | |
[ | |
'Sunset, the sun falls on the clouds, the sea is rough, the scenery is filmy', | |
'油画(Oil painting)' | |
], | |
[ | |
'夕日が沈むと、雲の上に太陽の光が落ち、海面は波が荒く、風景、フィルム感', | |
'油画(Oil painting)' | |
], | |
[ | |
'석양이 질 때 햇빛이 구름 위에 떨어지고, 해수면의 파도가 용솟음치며, 풍경, 필름감', | |
'油画(Oil painting)' | |
], | |
] | |
with block: | |
gr.HTML( | |
""" | |
<div style="text-align: center; max-width: 650px; margin: 0 auto;"> | |
<div | |
style=" | |
display: inline-flex; | |
gap: 0.8rem; | |
font-size: 1.75rem; | |
margin-bottom: 10px; | |
margin-left: 220px; | |
justify-content: center; | |
" | |
> | |
<a href="https://github.com/PaddlePaddle/PaddleHub"><img src="https://user-images.githubusercontent.com/22424850/187387422-f6c9ccab-7fda-416e-a24d-7d6084c46f67.jpg" alt="Paddlehub" width="40%"></a> | |
</div> | |
<div | |
style=" | |
display: inline-flex; | |
align-items: center; | |
gap: 0.8rem; | |
font-size: 1.75rem; | |
margin-bottom: 10px; | |
justify-content: center; | |
"> | |
<a href="https://github.com/PaddlePaddle/PaddleHub"><h1 style="font-weight: 900; margin-bottom: 7px;"> | |
ERNIE-ViLG Demo | |
</h1></a> | |
</div> | |
<p style="margin-bottom: 10px; font-size: 94%"> | |
ERNIE-ViLG 2.0 is a state-of-the-art text-to-image model that generates | |
images from Chinese text. | |
</p> | |
<a href="https://github.com/PaddlePaddle/PaddleHub"><img src="https://user-images.githubusercontent.com/22424850/188184795-98605a22-9af2-4106-827b-e58548f8892f.png" alt="star Paddlehub" width="100%"></a> | |
</div> | |
""" | |
) | |
with gr.Group(): | |
with gr.Box(): | |
with gr.Row().style(mobile_collapse=False, equal_height=True): | |
text = gr.Textbox( | |
label="Prompt", | |
show_label=False, | |
max_lines=1, | |
placeholder="Enter your prompt, multiple languages are supported now.", | |
).style( | |
border=(True, False, True, True), | |
rounded=(True, False, False, True), | |
container=False, | |
) | |
btn = gr.Button("Generate image").style( | |
margin=False, | |
rounded=(False, True, True, False), | |
) | |
language_tips_text = gr.Textbox(label="language tips", show_label=False, visible=False, max_lines=1) | |
styles = gr.Dropdown(label="风格(style)", choices=['古风(Ancient Style)', '油画(Oil painting)', '水彩(Watercolor)', | |
'卡通(Cartoon)', '二次元(Anime)', '浮世绘(Ukiyoe)', '蒸汽波艺术(Vaporwave)', 'low poly', | |
'像素风格(Pixel Style)', '概念艺术(Conceptual Art)', '未来主义(Futurism)', '赛博朋克(Cyberpunk)', '写实风格(Realistic style)', | |
'洛丽塔风格(Lolita style)', '巴洛克风格(Baroque style)', '超现实主义(Surrealism)', '探索无限(Explore infinity)'], value='探索无限(Explore infinity)', type="index") | |
gallery = gr.Gallery( | |
label="Generated images", show_label=False, elem_id="gallery" | |
).style(grid=[2, 3], height="auto") | |
status_text = gr.Textbox( | |
label="处理状态(Process status)", | |
show_label=True, | |
max_lines=1, | |
interactive=False | |
) | |
trigger_component = gr.Textbox(vaule="", visible=False) # This component is used for triggering inference funtion. | |
translated_language = gr.Textbox(vaule="", visible=False) | |
ex = gr.Examples(examples=examples, fn=translate_language, inputs=[text], outputs=[language_tips_text, status_text, trigger_component, translated_language], cache_examples=False) | |
ex.dataset.headers = [""] | |
text.submit(translate_language, inputs=[text], outputs=[language_tips_text, status_text, trigger_component, translated_language]) | |
btn.click(translate_language, inputs=[text], outputs=[language_tips_text, status_text, trigger_component, translated_language]) | |
trigger_component.change(fn=inference, inputs=[translated_language, styles], outputs=[status_text, gallery]) | |
gr.HTML( | |
""" | |
<div class="prompt"> | |
<p><h4>Prompt公式</h4> | |
<span> Prompt = 图片主体,细节词,修饰词 </span> | |
关于各部分的构造方式和效果,可以参考<a href="https://github.com/PaddlePaddle/PaddleHub/blob/develop/modules/image/text_to_image/ernie_vilg/README.md#四-prompt-指南" style="text-decoration: underline;" target="_blank">YouPromptMe指南</a>。 | |
更多的模型,请关注<a href="https://github.com/PaddlePaddle/PaddleHub" style="text-decoration: underline;" target="_blank"> PaddleHub 官方Repo </a>, 如果你觉得不错,请star收藏吧。 | |
<p><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="90" height="20"><style>a:hover #llink{fill:url(#b);stroke:#ccc}a:hover #rlink{fill:#4183c4}</style><linearGradient id="a" x2="0" y2="100%"><stop offset="0" stop-color="#fcfcfc" stop-opacity="0"/><stop offset="1" stop-opacity=".1"/></linearGradient><linearGradient id="b" x2="0" y2="100%"><stop offset="0" stop-color="#ccc" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><g stroke="#d5d5d5"><rect stroke="none" fill="#fcfcfc" x="0.5" y="0.5" width="54" height="19" rx="2"/><rect x="60.5" y="0.5" width="29" height="19" rx="2" fill="#fafafa"/><rect x="60" y="7.5" width="0.5" height="5" stroke="#fafafa"/><path d="M60.5 6.5 l-3 3v1 l3 3" stroke="d5d5d5" fill="#fafafa"/></g><image x="5" y="3" width="14" height="14" xlink:href="data:image/svg+xml;base64,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"/><g aria-hidden="false" fill="#333" text-anchor="middle" font-family="Helvetica Neue,Helvetica,Arial,sans-serif" text-rendering="geometricPrecision" font-weight="700" font-size="110px" line-height="14px"><a target="_blank" xlink:href="https://github.com/PaddlePaddle/PaddleHub"><text aria-hidden="true" x="355" y="150" fill="#fff" transform="scale(.1)" textLength="270">Stars</text><text x="355" y="140" transform="scale(.1)" textLength="270">Stars</text><rect id="llink" stroke="#d5d5d5" fill="url(#a)" x=".5" y=".5" width="54" height="19" rx="2"/></a><a target="_blank" xlink:href="https://github.com/PaddlePaddle/PaddleHub/stargazers"><rect width="30" x="60" height="20" fill="rgba(0,0,0,0)"/><text aria-hidden="true" x="745" y="150" fill="#fff" transform="scale(.1)" textLength="210">8.4k</text><text id="rlink" x="745" y="140" transform="scale(.1)" textLength="210">8.4k</text></a></g></svg></p> | |
同时,可以在 <a href="https://aistudio.baidu.com/aistudio/projectdetail/4462918", style="text-decoration: underline;" target="_blank"> aistudio </a> 上使用免费的GPU体验更多案例。 | |
</p> | |
</div> | |
<div class="prompt"> | |
<p><h4>Prompt format</h4> | |
<span> Prompt = object, details, description </span> | |
For more details, please refer to <a href="https://github.com/PaddlePaddle/PaddleHub/blob/develop/modules/image/text_to_image/ernie_vilg/README.md#四-prompt-指南" style="text-decoration: underline;" target="_blank">YouPromptMe Guide</a>. | |
There are more interesting models in PaddleHub, if you think it's great, welcome to star <a href="https://github.com/PaddlePaddle/PaddleHub" style="text-decoration: underline;" target="_blank"> PaddleHub</a>. | |
<p><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="90" height="20"><style>a:hover #llink{fill:url(#b);stroke:#ccc}a:hover #rlink{fill:#4183c4}</style><linearGradient id="a" x2="0" y2="100%"><stop offset="0" stop-color="#fcfcfc" stop-opacity="0"/><stop offset="1" stop-opacity=".1"/></linearGradient><linearGradient id="b" x2="0" y2="100%"><stop offset="0" stop-color="#ccc" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><g stroke="#d5d5d5"><rect stroke="none" fill="#fcfcfc" x="0.5" y="0.5" width="54" height="19" rx="2"/><rect x="60.5" y="0.5" width="29" height="19" rx="2" fill="#fafafa"/><rect x="60" y="7.5" width="0.5" height="5" stroke="#fafafa"/><path d="M60.5 6.5 l-3 3v1 l3 3" stroke="d5d5d5" fill="#fafafa"/></g><image x="5" y="3" width="14" height="14" xlink:href="data:image/svg+xml;base64,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"/><g aria-hidden="false" fill="#333" text-anchor="middle" font-family="Helvetica Neue,Helvetica,Arial,sans-serif" text-rendering="geometricPrecision" font-weight="700" font-size="110px" line-height="14px"><a target="_blank" xlink:href="https://github.com/PaddlePaddle/PaddleHub"><text aria-hidden="true" x="355" y="150" fill="#fff" transform="scale(.1)" textLength="270">Stars</text><text x="355" y="140" transform="scale(.1)" textLength="270">Stars</text><rect id="llink" stroke="#d5d5d5" fill="url(#a)" x=".5" y=".5" width="54" height="19" rx="2"/></a><a target="_blank" xlink:href="https://github.com/PaddlePaddle/PaddleHub/stargazers"><rect width="30" x="60" height="20" fill="rgba(0,0,0,0)"/><text aria-hidden="true" x="745" y="150" fill="#fff" transform="scale(.1)" textLength="210">8.4k</text><text id="rlink" x="745" y="140" transform="scale(.1)" textLength="210">8.4k</text></a></g></svg></p> | |
Besides, you can use free GPU resourses in <a href="https://aistudio.baidu.com/aistudio/projectdetail/4462918", style="text-decoration: underline;" target="_blank"> aistudio </a> to enjoy more cases, have fun. | |
</p> | |
</div> | |
""" | |
) | |
gr.Markdown( | |
""" | |
在"探索无限"的风格模式下,画作的真实风格完全可以由你的prompt来决定。下面是一些参考案例: | |
In "Explore infinity" style mode, how the image looks like is totally up to your prompt. Below are some cases: | |
|<img src="https://bce.bdstatic.com/doc/AIDP/wenxin/174_蒙娜丽莎,赛博朋克,宝丽来,33毫米,蒸汽波艺术_000-1_7b4a78a.png" alt="drawing" width="300"/>| | |
| --- | | |
| prompt:蒙娜丽莎,赛博朋克,宝丽来,33毫米,</br>蒸汽波艺术 | | |
|<img src="https://bce.bdstatic.com/doc/AIDP/wenxin/3_72d9343.png" alt="drawing" width="300"/>| | |
| --- | | |
| prompt:火焰,凤凰,少女,未来感,高清,3d,</br>精致面容,cg感,古风,唯美,毛发细致,上半身立绘 | | |
|<img src="https://bce.bdstatic.com/doc/AIDP/wenxin/4_e1f5cbb.png" alt="drawing" width="300"/>| | |
| --- | | |
| prompt:巨狼,飘雪,蓝色大片烟雾,毛发细致,</br>烟雾缭绕,高清,3d,cg感,侧面照 | | |
| <img src="https://bce.bdstatic.com/doc/AIDP/wenxin/5_d380451.png" alt="drawing" width="400"/> | | |
| --- | | |
| prompt:浮世绘日本科幻哑光绘画,概念艺术,</br>动漫风格神道寺禅园英雄动作序列,包豪斯| | |
<img src="https://bce.bdstatic.com/doc/AIDP/wenxin/1_3612449.jpg" alt="drawing" width="600"/> | |
### <u>[更多内容...](https://github.com/PaddlePaddle/PaddleHub/blob/develop/modules/image/text_to_image/ernie_vilg/README.md#四-prompt-指南)([Explore more...](https://github.com/PaddlePaddle/PaddleHub/blob/develop/modules/image/text_to_image/ernie_vilg/README.md#四-prompt-指南))</u> | |
""" | |
) | |
gr.HTML(''' | |
<div class="footer"> | |
<p>Model by <a href="https://github.com/PaddlePaddle/PaddleHub" style="text-decoration: underline;" target="_blank">PaddleHub</a> and <a href="https://wenxin.baidu.com/ernie-vilg" style="text-decoration: underline;" target="_blank">文心大模型</a> - Gradio Demo by 🤗 Hugging Face | |
</p> | |
</div> | |
''') | |
block.queue(concurrency_count=128).launch() |