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755ce29
v02 update
Browse files- README.md +1 -1
- app.py +57 -31
- data/test03.png +0 -0
- packages.txt +2 -1
README.md
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@@ -4,7 +4,7 @@ emoji: 🚀
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colorFrom: gray
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colorTo: indigo
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sdk: gradio
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sdk_version: 3.0.
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app_file: app.py
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pinned: false
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license: gpl-3.0
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colorFrom: gray
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colorTo: indigo
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sdk: gradio
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sdk_version: 3.0.26
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app_file: app.py
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pinned: false
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license: gpl-3.0
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app.py
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# OCR Translate v0.
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# 创建人:曾逸夫
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# 创建时间:2022-
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# email: [email protected]
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# 项目地址:https://gitee.com/CV_Lab/ocr-translate
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import os
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import gradio as gr
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import nltk
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import pytesseract
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from nltk.tokenize import sent_tokenize
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from transformers import MarianMTModel, MarianTokenizer
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nltk.download('punkt')
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OCR_TR_DESCRIPTION = '''# OCR Translate v0.
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<div id="content_align">基于Tesseract的OCR翻译系统</div>'''
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# 图片路径
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# 翻译模型选择
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def model_choice(src="en", trg="zh"):
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# https://huggingface.co/Helsinki-NLP/opus-mt-en-zh
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model_name = f"Helsinki-NLP/opus-mt-{src}-{trg}" # 模型名称
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return ocr_str
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# 示例
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def set_example_image(example: list) -> dict:
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return gr.Image.update(value=example[0])
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# 清除
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def clear_content():
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return None
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# 翻译
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def translate(input_text):
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# 参考:https://huggingface.co/docs/transformers/model_doc/marian
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if input_text is None or input_text == "":
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return "系统提示:没有可翻译的内容!"
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translate_text = ""
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input_text_list = input_text.split("\n\n")
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return translate_text[2:]
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def main():
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with gr.Blocks(css='style.css') as ocr_tr:
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with gr.Row():
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inputs_img = gr.Image(image_mode="RGB", source="upload", type="pil", label="图片")
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with gr.Row():
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inputs_lang = gr.CheckboxGroup(choices=
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with gr.Row():
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clear_img_btn = gr.Button('Clear')
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ocr_btn = gr.Button(value='OCR 提取', variant="primary")
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with gr.Column():
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# -------------- 翻译 --------------
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with gr.Box():
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gr.Markdown("### Step 02: 翻译")
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with gr.Row():
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translate_btn = gr.Button(value='翻译', variant="primary")
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with gr.Column():
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outputs_tr_text = gr.Textbox(label="翻译内容", lines=20)
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# ---------------------- OCR Tesseract ----------------------
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ocr_btn.click(fn=ocr_tesseract, inputs=[inputs_img, inputs_lang], outputs=[
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outputs_text,])
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clear_img_btn.click(fn=clear_content, inputs=[], outputs=[inputs_img])
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inputs_img,])
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# ---------------------- OCR Tesseract ----------------------
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translate_btn.click(fn=translate, inputs=[outputs_text], outputs=[outputs_tr_text])
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clear_text_btn.click(fn=clear_content, inputs=[], outputs=[outputs_text])
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ocr_tr.launch(inbrowser=True)
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# OCR Translate v0.2
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# 创建人:曾逸夫
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# 创建时间:2022-07-19
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import os
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# os.system("apt-get install xclip")
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import gradio as gr
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import nltk
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import pyclip
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import pytesseract
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from nltk.tokenize import sent_tokenize
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from transformers import MarianMTModel, MarianTokenizer
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nltk.download('punkt')
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OCR_TR_DESCRIPTION = '''# OCR Translate v0.2
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<div id="content_align">基于Tesseract的OCR翻译系统</div>'''
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# 图片路径
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# 翻译模型选择
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def model_choice(src="en", trg="zh"):
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# https://huggingface.co/Helsinki-NLP/opus-mt-zh-en
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# https://huggingface.co/Helsinki-NLP/opus-mt-en-zh
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model_name = f"Helsinki-NLP/opus-mt-{src}-{trg}" # 模型名称
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return ocr_str
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# 清除
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def clear_content():
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return None
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# 复制到剪贴板
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def cp_text(input_text):
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# sudo apt-get install xclip
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try:
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pyclip.copy(input_text)
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except Exception as e:
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print("sudo apt-get install xclip")
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print(e)
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# 清除剪贴板
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def cp_clear():
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pyclip.clear()
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# 翻译
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def translate(input_text, inputs_transStyle):
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# 参考:https://huggingface.co/docs/transformers/model_doc/marian
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if input_text is None or input_text == "":
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return "系统提示:没有可翻译的内容!"
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# 选择翻译模型
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trans_src, trans_trg = inputs_transStyle.split("-")[0], inputs_transStyle.split("-")[1]
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tokenizer, model = model_choice(trans_src, trans_trg)
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translate_text = ""
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input_text_list = input_text.split("\n\n")
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return translate_text[2:]
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def main():
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with gr.Blocks(css='style.css') as ocr_tr:
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with gr.Row():
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inputs_img = gr.Image(image_mode="RGB", source="upload", type="pil", label="图片")
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with gr.Row():
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inputs_lang = gr.CheckboxGroup(choices=["chi_sim", "eng"],
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type="value",
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value=['eng'],
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label='语言')
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with gr.Row():
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clear_img_btn = gr.Button('Clear')
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ocr_btn = gr.Button(value='OCR 提取', variant="primary")
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with gr.Column():
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with gr.Row():
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outputs_text = gr.Textbox(label="提取内容", lines=20)
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with gr.Row():
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inputs_transStyle = gr.Radio(choices=["zh-en", "en-zh"],
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type="value",
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value="zh-en",
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label='翻译模式')
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with gr.Row():
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clear_text_btn = gr.Button('Clear')
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translate_btn = gr.Button(value='翻译', variant="primary")
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with gr.Row():
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example_list = [["./data/test.png", ["eng"]], ["./data/test02.png", ["eng"]],
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["./data/test03.png", ["chi_sim"]]]
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gr.Examples(example_list, [inputs_img, inputs_lang], outputs_text, ocr_tesseract, cache_examples=False)
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# -------------- 翻译 --------------
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with gr.Box():
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gr.Markdown("### Step 02: 翻译")
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with gr.Row():
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outputs_tr_text = gr.Textbox(label="翻译内容", lines=20)
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with gr.Row():
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cp_clear_btn = gr.Button(value='清除剪贴板')
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cp_btn = gr.Button(value='复��到剪贴板', variant="primary")
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# ---------------------- OCR Tesseract ----------------------
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ocr_btn.click(fn=ocr_tesseract, inputs=[inputs_img, inputs_lang], outputs=[
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outputs_text,])
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clear_img_btn.click(fn=clear_content, inputs=[], outputs=[inputs_img])
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# ---------------------- 翻译 ----------------------
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translate_btn.click(fn=translate, inputs=[outputs_text, inputs_transStyle], outputs=[outputs_tr_text])
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clear_text_btn.click(fn=clear_content, inputs=[], outputs=[outputs_text])
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# ---------------------- 复制到剪贴板 ----------------------
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cp_btn.click(fn=cp_text, inputs=[outputs_tr_text], outputs=[])
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cp_clear_btn.click(fn=cp_clear, inputs=[], outputs=[])
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ocr_tr.launch(inbrowser=True)
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data/test03.png
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packages.txt
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tesseract-ocr-all
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tesseract-ocr-all
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xclip
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