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Parent(s):
8141c9f
modified app.py
Browse files
app.py
CHANGED
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@@ -1,7 +1,139 @@
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import gradio as gr
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def
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import gradio as gr
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import io
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from PIL import Image
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import base64
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import requests
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import json
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from PIL import Image
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def read_content(file_path: str) -> str:
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"""read the content of target file
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"""
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with open(file_path, 'r', encoding='utf-8') as f:
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content = f.read()
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return content
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def base2picture(resbase64):
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res=resbase64.split(',')[1]
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img_b64decode = base64.b64decode(res)
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image = io.BytesIO(img_b64decode)
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img = Image.open(image)
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return img
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def filter_content(raw_style: str):
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if "(" in raw_style:
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i = raw_style.index("(")
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else :
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i = -1
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if i == -1:
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return raw_style
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else :
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return raw_style[:i]
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def request_images(raw_text, class_draw, style_draw, batch_size):
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if filter_content(class_draw) != "国画":
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if filter_content(class_draw) != "通用":
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raw_text = raw_text + f",{filter_content(class_draw)}"
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for sty in style_draw:
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raw_text = raw_text + f",{filter_content(sty)}"
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print(f"raw text is {raw_text}")
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url = "http://flagart.baai.ac.cn/api/general/"
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elif filter_content(class_draw) == "国画":
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if raw_text.endswith("国画"):
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pass
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else :
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raw_text = raw_text + ",国画"
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url = "http://flagart.baai.ac.cn/api/guohua/"
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d = {"data":[raw_text, batch_size]}
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r = requests.post(url, json=d, headers={"Content-Type": "application/json", "Accept": "*/*", "Accept-Encoding": "gzip, deflate, br", "Connection": "keep-alive"})
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result_text = r.text
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content = json.loads(result_text)["data"][0]
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images = []
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for i in range(batch_size):
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# print(content[i])
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images.append(base2picture(content[i]))
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return images
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examples = [
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'水墨蝴蝶和牡丹花,国画',
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'苍劲有力的墨竹,国画',
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'暴风雨中的灯塔',
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'机械小松鼠,科学幻想',
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'中国水墨山水画,国画',
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"Lighthouse in the storm",
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"A dog",
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"Landscape by 张大千",
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"A tiger 长了兔子耳朵",
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"A baby bird 铅笔素描",
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]
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if __name__ == "__main__":
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block = gr.Blocks(css=read_content('style.css'))
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with block:
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gr.HTML(read_content("header.html"))
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with gr.Group():
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with gr.Box():
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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text = gr.Textbox(
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label="Prompt",
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show_label=False,
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max_lines=1,
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placeholder="Input text(输入文字)",
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interactive=True,
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).style(
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border=(True, False, True, True),
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rounded=(True, False, False, True),
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container=False,
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)
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btn = gr.Button("Generate image").style(
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margin=False,
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rounded=(True, True, True, True),
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)
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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class_draw = gr.Dropdown(["通用(general)", "国画(traditional Chinese painting)",
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"照片,摄影(picture photography)", "油画(oil painting)",
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"铅笔素描(pencil sketch)", "CG",
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"水彩画(watercolor painting)", "水墨画(ink and wash)",
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"插画(illustrations)", "3D"],
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label="生成类型(type)",
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show_label=True,
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value="通用(general)")
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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style_draw = gr.CheckboxGroup(["蒸汽朋克(steampunk)", "电影摄影风格(film photography)",
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"概念艺术(concept art)", "Warming lighting",
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"Dramatic lighting", "Natural lighting",
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"虚幻引擎(unreal engine)", "4k", "8k",
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"充满细节(full details)"],
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label="画面风格(style)",
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show_label=True,
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)
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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sample_size = gr.Slider(minimum=1,
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maximum=4,
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step=1,
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label="生成数量(number)",
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show_label=True,
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interactive=True,
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)
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gallery = gr.Gallery(
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label="Generated images", show_label=False, elem_id="gallery"
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).style(grid=[2], height="auto")
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gr.Examples(examples=examples, fn=request_images, inputs=text, outputs=gallery, examples_per_page=100)
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text.submit(request_images, inputs=[text, class_draw, style_draw, sample_size], outputs=gallery)
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btn.click(request_images, inputs=[text, class_draw, style_draw, sample_size], outputs=gallery)
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gr.HTML(read_content("footer.html"))
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# gr.Image('./contributors.png')
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block.queue(max_size=50, concurrency_count=20).launch()
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