linjieccc
commited on
Commit
·
69f6386
1
Parent(s):
fc53b5e
add files
Browse files- .gitattributes +5 -0
- README.md +4 -4
- app.py +448 -0
- business_card.png +3 -0
- custom.jpeg +3 -0
- footer.html +4 -0
- header.html +28 -0
- invoice.jpeg +3 -0
- license.jpeg +3 -0
- requirements.txt +5 -0
- resume.png +3 -0
.gitattributes
CHANGED
@@ -32,3 +32,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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.psd filter=lfs diff=lfs merge=lfs -text
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.jpeg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.psd filter=lfs diff=lfs merge=lfs -text
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*.png filter=lfs diff=lfs merge=lfs -text
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README.md
CHANGED
@@ -1,8 +1,8 @@
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---
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-
title:
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-
emoji:
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-
colorFrom:
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-
colorTo:
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sdk: gradio
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sdk_version: 3.14.0
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app_file: app.py
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---
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+
title: UIE Test
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+
emoji: 📄
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+
colorFrom: gray
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+
colorTo: pink
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sdk: gradio
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sdk_version: 3.14.0
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app_file: app.py
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app.py
ADDED
@@ -0,0 +1,448 @@
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1 |
+
#-*- coding: UTF-8 -*-
|
2 |
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# Copyright 2022 The Impira Team and the HuggingFace Team.
|
3 |
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# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
|
4 |
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#
|
5 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
6 |
+
# you may not use this file except in compliance with the License.
|
7 |
+
# You may obtain a copy of the License at
|
8 |
+
#
|
9 |
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# http://www.apache.org/licenses/LICENSE-2.0
|
10 |
+
#
|
11 |
+
# Unless required by applicable law or agreed to in writing, software
|
12 |
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# distributed under the License is distributed on an "AS IS" BASIS,
|
13 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
14 |
+
# See the License for the specific language governing permissions and
|
15 |
+
# limitations under the License.
|
16 |
+
|
17 |
+
import os
|
18 |
+
import json
|
19 |
+
import base64
|
20 |
+
from io import BytesIO
|
21 |
+
from PIL import Image
|
22 |
+
import traceback
|
23 |
+
|
24 |
+
import requests
|
25 |
+
import numpy as np
|
26 |
+
import gradio as gr
|
27 |
+
import cv2
|
28 |
+
|
29 |
+
from paddlenlp import Taskflow
|
30 |
+
from paddlenlp.utils.doc_parser import DocParser
|
31 |
+
|
32 |
+
doc_parser = DocParser()
|
33 |
+
task_instance = Taskflow("information_extraction", model="uie-x-base", schema="")
|
34 |
+
|
35 |
+
examples = [
|
36 |
+
[
|
37 |
+
"invoice.jpeg",
|
38 |
+
"名称;纳税人识别号;开票日期",
|
39 |
+
],
|
40 |
+
[
|
41 |
+
"custom.jpeg",
|
42 |
+
"收发货人;进口口岸;进口日期;运输方式;征免性质;境内目的地;运输工具名称;包装种类;件数;合同协议号"
|
43 |
+
],
|
44 |
+
[
|
45 |
+
"resume.png",
|
46 |
+
"职位;年龄;学校|时间;学校|专业",
|
47 |
+
],
|
48 |
+
]
|
49 |
+
|
50 |
+
example_files = {
|
51 |
+
"Name;Title;Web Link;Email;Address": "business_card.png",
|
52 |
+
"Name;DOB;ISS;EXP": "license.jpeg",
|
53 |
+
"职位;年龄;学校|时间;学校|专业": "resume.png",
|
54 |
+
"收发货人;进口口岸;进口日期;运输方式;征免性质;境内目的地;运输工具名称;包装种类;件数;合同协议号": "custom.jpeg",
|
55 |
+
"名称;纳税人识别号;开票日期": "invoice.jpeg",
|
56 |
+
}
|
57 |
+
|
58 |
+
lang_map = {
|
59 |
+
"resume.png": "ch",
|
60 |
+
"custom.jpeg": "ch",
|
61 |
+
"business_card.png": "en",
|
62 |
+
"invoice.jpeg": "ch",
|
63 |
+
"license.jpeg": "en",
|
64 |
+
}
|
65 |
+
|
66 |
+
def dbc2sbc(s):
|
67 |
+
rs = ""
|
68 |
+
for char in s:
|
69 |
+
code = ord(char)
|
70 |
+
if code == 0x3000:
|
71 |
+
code = 0x0020
|
72 |
+
else:
|
73 |
+
code -= 0xfee0
|
74 |
+
if not (0x0021 <= code and code <= 0x7e):
|
75 |
+
rs += char
|
76 |
+
continue
|
77 |
+
rs += chr(code)
|
78 |
+
return rs
|
79 |
+
|
80 |
+
|
81 |
+
def process_path(path):
|
82 |
+
error = None
|
83 |
+
if path:
|
84 |
+
try:
|
85 |
+
images_list = [doc_parser.read_image(path)]
|
86 |
+
return (
|
87 |
+
path,
|
88 |
+
gr.update(visible=True, value=images_list),
|
89 |
+
gr.update(visible=True),
|
90 |
+
gr.update(visible=False, value=None),
|
91 |
+
gr.update(visible=False, value=None),
|
92 |
+
None,
|
93 |
+
)
|
94 |
+
except Exception as e:
|
95 |
+
traceback.print_exc()
|
96 |
+
error = str(e)
|
97 |
+
return (
|
98 |
+
None,
|
99 |
+
gr.update(visible=False, value=None),
|
100 |
+
gr.update(visible=False),
|
101 |
+
gr.update(visible=False, value=None),
|
102 |
+
gr.update(visible=False, value=None),
|
103 |
+
gr.update(visible=True, value=error) if error is not None else None,
|
104 |
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None,
|
105 |
+
)
|
106 |
+
|
107 |
+
|
108 |
+
def process_upload(file):
|
109 |
+
if file:
|
110 |
+
return process_path(file.name)
|
111 |
+
else:
|
112 |
+
return (
|
113 |
+
None,
|
114 |
+
gr.update(visible=False, value=None),
|
115 |
+
gr.update(visible=False),
|
116 |
+
gr.update(visible=False, value=None),
|
117 |
+
gr.update(visible=False, value=None),
|
118 |
+
None,
|
119 |
+
)
|
120 |
+
|
121 |
+
|
122 |
+
def BGR2RGB(img):
|
123 |
+
pilimg = img.copy()
|
124 |
+
pilimg[:, :, 0] = img[:, :, 2]
|
125 |
+
pilimg[:, :, 2] = img[:, :, 0]
|
126 |
+
return pilimg
|
127 |
+
|
128 |
+
|
129 |
+
def np2base64(image_np):
|
130 |
+
image_np = BGR2RGB(image_np)
|
131 |
+
image = cv2.imencode('.jpg', image_np)[1]
|
132 |
+
base64_str = str(base64.b64encode(image))[2:-1]
|
133 |
+
return base64_str
|
134 |
+
|
135 |
+
|
136 |
+
def get_schema(schema_str):
|
137 |
+
def _is_ch(s):
|
138 |
+
for ch in s:
|
139 |
+
if "\u4e00" <= ch <= "\u9fff":
|
140 |
+
return True
|
141 |
+
return False
|
142 |
+
schema_lang = "ch" if _is_ch(schema_str) else "en"
|
143 |
+
schema = schema_str.split(";")
|
144 |
+
schema_list = []
|
145 |
+
for s in schema:
|
146 |
+
cand = s.split("|")
|
147 |
+
if len(cand) == 1:
|
148 |
+
schema_list.append(cand[0])
|
149 |
+
else:
|
150 |
+
subject = cand[0]
|
151 |
+
relations = cand[1:]
|
152 |
+
added = False
|
153 |
+
for a in schema_list:
|
154 |
+
if isinstance(a, dict):
|
155 |
+
if subject in a.keys():
|
156 |
+
a[subject].extend(relations)
|
157 |
+
added = True
|
158 |
+
break
|
159 |
+
if not added:
|
160 |
+
a = {subject: relations}
|
161 |
+
schema_list.append(a)
|
162 |
+
return schema_list, schema_lang
|
163 |
+
|
164 |
+
|
165 |
+
def run_taskflow(document, schema, argument):
|
166 |
+
task_instance.set_schema(schema)
|
167 |
+
# task_instance.set_argument(argument)
|
168 |
+
return task_instance({'doc': document})
|
169 |
+
|
170 |
+
|
171 |
+
def process_doc(document, schema, ocr_lang, layout_analysis):
|
172 |
+
if not schema:
|
173 |
+
schema = '时间;组织机构;人物'
|
174 |
+
if document is None:
|
175 |
+
return None, None
|
176 |
+
|
177 |
+
schema, schema_lang = get_schema(dbc2sbc(schema))
|
178 |
+
argument = {
|
179 |
+
"ocr_lang": ocr_lang,
|
180 |
+
"schema_lang": schema_lang,
|
181 |
+
"layout_analysis": layout_analysis
|
182 |
+
}
|
183 |
+
prediction = run_taskflow(document, schema, argument)[0]
|
184 |
+
|
185 |
+
img_show = doc_parser.write_image_with_results(
|
186 |
+
document,
|
187 |
+
result=prediction,
|
188 |
+
return_image=True)
|
189 |
+
img_list = [img_show]
|
190 |
+
|
191 |
+
return (
|
192 |
+
gr.update(visible=True, value=img_list),
|
193 |
+
gr.update(visible=True, value=prediction),
|
194 |
+
)
|
195 |
+
|
196 |
+
|
197 |
+
def load_example_document(img, schema, ocr_lang, layout_analysis):
|
198 |
+
if img is not None:
|
199 |
+
document = example_files[schema]
|
200 |
+
choice = lang_map[document].split("-")
|
201 |
+
ocr_lang = choice[0]
|
202 |
+
layout_analysis = False if len(choice) == 1 else True
|
203 |
+
preview, answer = process_doc(document, schema, ocr_lang, layout_analysis)
|
204 |
+
return document, schema, preview, gr.update(visible=True), answer
|
205 |
+
else:
|
206 |
+
return None, None, None, gr.update(visible=False), None
|
207 |
+
|
208 |
+
|
209 |
+
def read_content(file_path: str) -> str:
|
210 |
+
"""read the content of target file
|
211 |
+
"""
|
212 |
+
with open(file_path, 'r', encoding='utf-8') as f:
|
213 |
+
content = f.read()
|
214 |
+
|
215 |
+
return content
|
216 |
+
|
217 |
+
|
218 |
+
CSS = """
|
219 |
+
#prompt input {
|
220 |
+
font-size: 16px;
|
221 |
+
}
|
222 |
+
#url-textbox {
|
223 |
+
padding: 0 !important;
|
224 |
+
}
|
225 |
+
#short-upload-box .w-full {
|
226 |
+
min-height: 10rem !important;
|
227 |
+
}
|
228 |
+
/* I think something like this can be used to re-shape
|
229 |
+
* the table
|
230 |
+
*/
|
231 |
+
/*
|
232 |
+
.gr-samples-table tr {
|
233 |
+
display: inline;
|
234 |
+
}
|
235 |
+
.gr-samples-table .p-2 {
|
236 |
+
width: 100px;
|
237 |
+
}
|
238 |
+
*/
|
239 |
+
#select-a-file {
|
240 |
+
width: 100%;
|
241 |
+
}
|
242 |
+
#file-clear {
|
243 |
+
padding-top: 2px !important;
|
244 |
+
padding-bottom: 2px !important;
|
245 |
+
padding-left: 8px !important;
|
246 |
+
padding-right: 8px !important;
|
247 |
+
margin-top: 10px;
|
248 |
+
}
|
249 |
+
.gradio-container .gr-button-primary {
|
250 |
+
background: linear-gradient(180deg, #CDF9BE 0%, #AFF497 100%);
|
251 |
+
border: 1px solid #B0DCCC;
|
252 |
+
border-radius: 8px;
|
253 |
+
color: #1B8700;
|
254 |
+
}
|
255 |
+
.gradio-container.dark button#submit-button {
|
256 |
+
background: linear-gradient(180deg, #CDF9BE 0%, #AFF497 100%);
|
257 |
+
border: 1px solid #B0DCCC;
|
258 |
+
border-radius: 8px;
|
259 |
+
color: #1B8700
|
260 |
+
}
|
261 |
+
table.gr-samples-table tr td {
|
262 |
+
border: none;
|
263 |
+
outline: none;
|
264 |
+
}
|
265 |
+
table.gr-samples-table tr td:first-of-type {
|
266 |
+
width: 0%;
|
267 |
+
}
|
268 |
+
div#short-upload-box div.absolute {
|
269 |
+
display: none !important;
|
270 |
+
}
|
271 |
+
gradio-app > div > div > div > div.w-full > div, .gradio-app > div > div > div > div.w-full > div {
|
272 |
+
gap: 0px 2%;
|
273 |
+
}
|
274 |
+
gradio-app div div div div.w-full, .gradio-app div div div div.w-full {
|
275 |
+
gap: 0px;
|
276 |
+
}
|
277 |
+
gradio-app h2, .gradio-app h2 {
|
278 |
+
padding-top: 10px;
|
279 |
+
}
|
280 |
+
#answer {
|
281 |
+
overflow-y: scroll;
|
282 |
+
color: white;
|
283 |
+
background: #666;
|
284 |
+
border-color: #666;
|
285 |
+
font-size: 20px;
|
286 |
+
font-weight: bold;
|
287 |
+
}
|
288 |
+
#answer span {
|
289 |
+
color: white;
|
290 |
+
}
|
291 |
+
#answer textarea {
|
292 |
+
color:white;
|
293 |
+
background: #777;
|
294 |
+
border-color: #777;
|
295 |
+
font-size: 18px;
|
296 |
+
}
|
297 |
+
#url-error input {
|
298 |
+
color: red;
|
299 |
+
}
|
300 |
+
"""
|
301 |
+
|
302 |
+
with gr.Blocks(css=CSS) as demo:
|
303 |
+
gr.HTML(read_content("header.html"))
|
304 |
+
gr.Markdown(
|
305 |
+
"**UIE-X 🧾 🎓** is a universal information extraction engine which supports both document and text inputs. It is powered by BAIDU and released on PaddleNLP. "
|
306 |
+
"Our extraction target(schema) can be set in natural language without limitation, and it also supports most extraction tasks. "
|
307 |
+
"The model performs well on zero-shot and few-shot settings. Moreover, on PaddleNLP, we provide a comprehensive and easy-to-use fine-tuning customization workflow."
|
308 |
+
"For more details, please visit the [GitHub](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/applications/information_extraction)"
|
309 |
+
)
|
310 |
+
|
311 |
+
document = gr.Variable()
|
312 |
+
is_text = gr.Variable()
|
313 |
+
example_schema = gr.Textbox(visible=False)
|
314 |
+
example_image = gr.Image(visible=False)
|
315 |
+
with gr.Row(equal_height=True):
|
316 |
+
with gr.Column():
|
317 |
+
with gr.Row():
|
318 |
+
gr.Markdown("## 1. 选择文件 / Select a file 📄", elem_id="select-a-file")
|
319 |
+
img_clear_button = gr.Button(
|
320 |
+
"Clear", variant="secondary", elem_id="file-clear", visible=False
|
321 |
+
)
|
322 |
+
image = gr.Gallery(visible=False)
|
323 |
+
with gr.Row(equal_height=True):
|
324 |
+
with gr.Column():
|
325 |
+
with gr.Row():
|
326 |
+
url = gr.Textbox(
|
327 |
+
show_label=False,
|
328 |
+
placeholder="URL",
|
329 |
+
lines=1,
|
330 |
+
max_lines=1,
|
331 |
+
elem_id="url-textbox",
|
332 |
+
)
|
333 |
+
submit = gr.Button("Get")
|
334 |
+
url_error = gr.Textbox(
|
335 |
+
visible=False,
|
336 |
+
elem_id="url-error",
|
337 |
+
max_lines=1,
|
338 |
+
interactive=False,
|
339 |
+
label="Error",
|
340 |
+
)
|
341 |
+
gr.Markdown("— or —")
|
342 |
+
upload = gr.File(label=None, interactive=True, elem_id="short-upload-box")
|
343 |
+
gr.Examples(
|
344 |
+
examples=examples,
|
345 |
+
inputs=[example_image, example_schema],
|
346 |
+
)
|
347 |
+
|
348 |
+
with gr.Column():
|
349 |
+
gr.Markdown("## 2. 信息抽取 / Information extraction ℹ️ ")
|
350 |
+
gr.Markdown("### 👉 设置schema")
|
351 |
+
gr.Markdown("实体抽取:实体类别之间以';'分割,例如 **人物;组织机构**")
|
352 |
+
gr.Markdown("关系抽取:需配置主体和关系类别,中间以'|'分割,例如 **人物|出生时间;人物|邮箱**")
|
353 |
+
gr.Markdown("### 👉 Set a schema")
|
354 |
+
gr.Markdown("Entity extraction: entity label should be separated by ';', e.g. **Person;Organization**")
|
355 |
+
gr.Markdown("Relation extraction: set the subject and relation type, separated by '|', e.g. **Person|Date;Person|Email**")
|
356 |
+
gr.Markdown("### 💪 模型定制 / Model customization")
|
357 |
+
gr.Markdown("我们建议通过[数据标注+微调](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/applications/information_extraction/document)的流程进一步增强模型在特定场景的效果")
|
358 |
+
gr.Markdown("We recommend to further improve the extraction performance in specific domain through the process of [data annotation & fine-tuning](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/applications/information_extraction/document)")
|
359 |
+
|
360 |
+
schema = gr.Textbox(
|
361 |
+
label="Schema",
|
362 |
+
placeholder="e.g. Name|Company;Name|Position;Email;Phone Number",
|
363 |
+
lines=1,
|
364 |
+
max_lines=1,
|
365 |
+
)
|
366 |
+
|
367 |
+
ocr_lang = gr.Radio(
|
368 |
+
choices=["ch", "en"],
|
369 |
+
value="en",
|
370 |
+
label="OCR语言 / OCR Language (Please choose ch for Chinese images.)",
|
371 |
+
)
|
372 |
+
|
373 |
+
layout_analysis = gr.Radio(
|
374 |
+
choices=["yes", "no"],
|
375 |
+
value="no",
|
376 |
+
label="版面分析 / Layout analysis (Better extraction for multi-line text)",
|
377 |
+
)
|
378 |
+
|
379 |
+
with gr.Row():
|
380 |
+
clear_button = gr.Button("Clear", variant="secondary")
|
381 |
+
submit_button = gr.Button(
|
382 |
+
"Submit", variant="primary", elem_id="submit-button"
|
383 |
+
)
|
384 |
+
with gr.Column():
|
385 |
+
output = gr.JSON(label="Output", visible=False)
|
386 |
+
|
387 |
+
for cb in [img_clear_button, clear_button]:
|
388 |
+
cb.click(
|
389 |
+
lambda _: (
|
390 |
+
gr.update(visible=False, value=None),
|
391 |
+
None,
|
392 |
+
gr.update(visible=False, value=None),
|
393 |
+
gr.update(visible=False),
|
394 |
+
None,
|
395 |
+
None,
|
396 |
+
None,
|
397 |
+
gr.update(visible=False, value=None),
|
398 |
+
None,
|
399 |
+
),
|
400 |
+
inputs=clear_button,
|
401 |
+
outputs=[
|
402 |
+
image,
|
403 |
+
document,
|
404 |
+
output,
|
405 |
+
img_clear_button,
|
406 |
+
example_image,
|
407 |
+
upload,
|
408 |
+
url,
|
409 |
+
url_error,
|
410 |
+
schema,
|
411 |
+
],
|
412 |
+
)
|
413 |
+
|
414 |
+
upload.change(
|
415 |
+
fn=process_upload,
|
416 |
+
inputs=[upload],
|
417 |
+
outputs=[document, image, img_clear_button, output, url_error],
|
418 |
+
)
|
419 |
+
submit.click(
|
420 |
+
fn=process_path,
|
421 |
+
inputs=[url],
|
422 |
+
outputs=[document, image, img_clear_button, output, url_error],
|
423 |
+
)
|
424 |
+
|
425 |
+
schema.submit(
|
426 |
+
fn=process_doc,
|
427 |
+
inputs=[document, schema, ocr_lang, layout_analysis],
|
428 |
+
outputs=[image, output],
|
429 |
+
)
|
430 |
+
|
431 |
+
submit_button.click(
|
432 |
+
fn=process_doc,
|
433 |
+
inputs=[document, schema, ocr_lang, layout_analysis],
|
434 |
+
outputs=[image, output],
|
435 |
+
)
|
436 |
+
|
437 |
+
example_image.change(
|
438 |
+
fn=load_example_document,
|
439 |
+
inputs=[example_image, example_schema, ocr_lang, layout_analysis],
|
440 |
+
outputs=[document, schema, image, img_clear_button, output],
|
441 |
+
)
|
442 |
+
|
443 |
+
gr.Markdown("[](https://github.com/PaddlePaddle/PaddleNLP)")
|
444 |
+
gr.HTML(read_content("footer.html"))
|
445 |
+
|
446 |
+
|
447 |
+
if __name__ == "__main__":
|
448 |
+
demo.launch(enable_queue=False)
|
business_card.png
ADDED
![]() |
Git LFS Details
|
custom.jpeg
ADDED
![]() |
Git LFS Details
|
footer.html
ADDED
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<div class="footer">
|
2 |
+
<p>Model by <a href="https://github.com/PaddlePaddle/PaddleNLP" style="text-decoration: underline;" target="_blank">PaddleNLP</a> - Gradio Demo by 🤗 Hugging Face
|
3 |
+
</p>
|
4 |
+
</div>
|
header.html
ADDED
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<div style="text-align: center; max-width: 650px; margin: 0 auto;">
|
2 |
+
<div
|
3 |
+
style="
|
4 |
+
display: inline-flex;
|
5 |
+
gap: 0.8rem;
|
6 |
+
font-size: 1.75rem;
|
7 |
+
margin-bottom: 10px;
|
8 |
+
margin-left: 220px;
|
9 |
+
justify-content: center;
|
10 |
+
"
|
11 |
+
>
|
12 |
+
<a href="https://github.com/PaddlePaddle/PaddleNLP"><img src="https://user-images.githubusercontent.com/1371212/175816733-8ec25eb0-9af3-4380-9218-27c154518258.png" alt="PaddleNLP" width="60%"></a>
|
13 |
+
</div>
|
14 |
+
<div
|
15 |
+
style="
|
16 |
+
display: inline-flex;
|
17 |
+
align-items: center;
|
18 |
+
gap: 0.8rem;
|
19 |
+
font-size: 1.75rem;
|
20 |
+
margin-bottom: 10px;
|
21 |
+
justify-content: center;
|
22 |
+
">
|
23 |
+
<a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/model_zoo/ernie-layout"><h1 style="font-weight: 900; align-items: center; margin-bottom: 7px;">
|
24 |
+
UIE-X
|
25 |
+
</h1></a>
|
26 |
+
</div>
|
27 |
+
<a href="https://github.com/PaddlePaddle/PaddleNLP"><img src="https://user-images.githubusercontent.com/40840292/207606629-22da5e22-68e5-47a6-aafd-87d3d7447793.png" width="100%"></a>
|
28 |
+
</div>
|
invoice.jpeg
ADDED
![]() |
Git LFS Details
|
license.jpeg
ADDED
![]() |
Git LFS Details
|
requirements.txt
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
numpy
|
2 |
+
opencv-python
|
3 |
+
paddlenlp
|
4 |
+
paddlepaddle
|
5 |
+
requests
|
resume.png
ADDED
![]() |
Git LFS Details
|