Ubuntu
commited on
Commit
•
b202228
1
Parent(s):
c10acce
Adding application
Browse files- app.py +291 -0
- images/bank/demo1.jpg +0 -0
- images/bank/demo2.png +0 -0
- images/bank/demo3.png +0 -0
- images/id/demo1.jpg +0 -0
- images/id/demo2.png +0 -0
- images/id/demo3.png +0 -0
- images/mrz_barcode/demo1.png +0 -0
- images/mrz_barcode/demo2.png +0 -0
- requirements.txt +2 -0
app.py
ADDED
@@ -0,0 +1,291 @@
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1 |
+
import gradio as gr
|
2 |
+
import requests
|
3 |
+
from PIL import Image
|
4 |
+
|
5 |
+
def check_id(frame):
|
6 |
+
url = "https://api.miniai.live/api/id_check"
|
7 |
+
files = {'image': open(frame, 'rb')}
|
8 |
+
|
9 |
+
r = requests.post(url=url, files=files)
|
10 |
+
|
11 |
+
html = None
|
12 |
+
images = None
|
13 |
+
mrz = None
|
14 |
+
|
15 |
+
status = r.json().get('Status')
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16 |
+
table_value = ""
|
17 |
+
|
18 |
+
if r.json().get('MRZ') is not None:
|
19 |
+
mrz = r.json().get('MRZ')
|
20 |
+
|
21 |
+
for key, value in r.json().items():
|
22 |
+
if key == 'Status' or key == 'Images' or key == 'MRZ' or key == 'Position':
|
23 |
+
continue
|
24 |
+
|
25 |
+
mrz_value = ''
|
26 |
+
if mrz is not None and mrz.get(key) is not None:
|
27 |
+
mrz_value = mrz[key]
|
28 |
+
del mrz[key]
|
29 |
+
|
30 |
+
row_value = ("<tr>"
|
31 |
+
"<td>{key}</td>"
|
32 |
+
"<td>{value}</td>"
|
33 |
+
"<td>{mrz_value}</td>"
|
34 |
+
"</tr>".format(key=key, value=value, mrz_value=mrz_value))
|
35 |
+
table_value = table_value + row_value
|
36 |
+
|
37 |
+
|
38 |
+
if mrz is not None:
|
39 |
+
for key, value in mrz.items():
|
40 |
+
if key == 'MRZ':
|
41 |
+
value = value.replace('<', '<')
|
42 |
+
value = value.replace(',', '<p>')
|
43 |
+
|
44 |
+
row_value = ("<tr>"
|
45 |
+
"<td>{key}</td>"
|
46 |
+
"<td>{value}</td>"
|
47 |
+
"<td>{mrz_value}</td>"
|
48 |
+
"</tr>".format(key=key, value='', mrz_value=value))
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49 |
+
table_value = table_value + row_value
|
50 |
+
|
51 |
+
|
52 |
+
html = ("<table>"
|
53 |
+
"<tr>"
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54 |
+
"<th style=""width:20%"">Field</th>"
|
55 |
+
"<th style=""width:40%"">Value</th>"
|
56 |
+
"<th style=""width:40%"">MRZ</th>"
|
57 |
+
"</tr>"
|
58 |
+
"{table_value}"
|
59 |
+
"</table>".format(table_value=table_value))
|
60 |
+
|
61 |
+
table_value = ""
|
62 |
+
for key, value in r.json().items():
|
63 |
+
if key == 'Images':
|
64 |
+
for details_key, details_value in value.items():
|
65 |
+
for image_key, image_value in details_value.items():
|
66 |
+
if image_key == 'image':
|
67 |
+
row_value = ("<tr>"
|
68 |
+
"<td>{key}</td>"
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69 |
+
"<td><img src=""data:image/png;base64,{base64_image} width = '200' height= '100' /></td>"
|
70 |
+
"</tr>".format(key=details_key, base64_image=image_value))
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71 |
+
table_value = table_value + row_value
|
72 |
+
|
73 |
+
images = ("<table>"
|
74 |
+
"<tr>"
|
75 |
+
"<th>Field</th>"
|
76 |
+
"<th>Image</th>"
|
77 |
+
"</tr>"
|
78 |
+
"{table_value}"
|
79 |
+
"</table>".format(table_value=table_value))
|
80 |
+
|
81 |
+
return [html, images]
|
82 |
+
|
83 |
+
|
84 |
+
def check_bank(frame):
|
85 |
+
url = "https://api.miniai.live/api/bank_credit_check"
|
86 |
+
files = {'image': open(frame, 'rb')}
|
87 |
+
|
88 |
+
r = requests.post(url=url, files=files)
|
89 |
+
|
90 |
+
html = None
|
91 |
+
images = None
|
92 |
+
|
93 |
+
status = r.json().get('Status')
|
94 |
+
table_value = ""
|
95 |
+
|
96 |
+
for key, value in r.json().items():
|
97 |
+
if key == 'Status' or key == 'Images' or key == 'Position':
|
98 |
+
continue
|
99 |
+
|
100 |
+
row_value = ("<tr>"
|
101 |
+
"<td>{key}</td>"
|
102 |
+
"<td>{value}</td>"
|
103 |
+
"</tr>".format(key=key, value=value))
|
104 |
+
table_value = table_value + row_value
|
105 |
+
|
106 |
+
html = ("<table>"
|
107 |
+
"<tr>"
|
108 |
+
"<th style=""width:20%"">Field</th>"
|
109 |
+
"<th style=""width:40%"">Value</th>"
|
110 |
+
"</tr>"
|
111 |
+
"{table_value}"
|
112 |
+
"</table>".format(table_value=table_value))
|
113 |
+
|
114 |
+
table_value = ""
|
115 |
+
for key, value in r.json().items():
|
116 |
+
if key == 'Images':
|
117 |
+
for details_key, details_value in value.items():
|
118 |
+
for image_key, image_value in details_value.items():
|
119 |
+
if image_key == 'image':
|
120 |
+
row_value = ("<tr>"
|
121 |
+
"<td>{key}</td>"
|
122 |
+
"<td><img src=""data:image/png;base64,{base64_image} width = '200' height= '100' /></td>"
|
123 |
+
"</tr>".format(key=details_key, base64_image=image_value))
|
124 |
+
table_value = table_value + row_value
|
125 |
+
|
126 |
+
images = ("<table>"
|
127 |
+
"<tr>"
|
128 |
+
"<th>Field</th>"
|
129 |
+
"<th>Image</th>"
|
130 |
+
"</tr>"
|
131 |
+
"{table_value}"
|
132 |
+
"</table>".format(table_value=table_value))
|
133 |
+
|
134 |
+
return [html, images]
|
135 |
+
|
136 |
+
def check_mrz(frame):
|
137 |
+
url = "https://api.miniai.live/api/mrz_barcode_check"
|
138 |
+
files = {'image': open(frame, 'rb')}
|
139 |
+
|
140 |
+
r = requests.post(url=url, files=files)
|
141 |
+
|
142 |
+
html = None
|
143 |
+
images = None
|
144 |
+
mrz = None
|
145 |
+
|
146 |
+
status = r.json().get('Status')
|
147 |
+
table_value = ""
|
148 |
+
|
149 |
+
if r.json().get('MRZ') is not None:
|
150 |
+
mrz = r.json().get('MRZ')
|
151 |
+
|
152 |
+
for key, value in r.json().items():
|
153 |
+
if key == 'Status' or key == 'Images' or key == 'MRZ' or key == 'Position':
|
154 |
+
continue
|
155 |
+
|
156 |
+
mrz_value = ''
|
157 |
+
if mrz is not None and mrz.get(key) is not None:
|
158 |
+
mrz_value = mrz[key]
|
159 |
+
del mrz[key]
|
160 |
+
|
161 |
+
row_value = ("<tr>"
|
162 |
+
"<td>{key}</td>"
|
163 |
+
"<td>{mrz_value}</td>"
|
164 |
+
"</tr>".format(key=key, mrz_value=mrz_value))
|
165 |
+
table_value = table_value + row_value
|
166 |
+
|
167 |
+
|
168 |
+
if mrz is not None:
|
169 |
+
for key, value in mrz.items():
|
170 |
+
if key == 'MRZ':
|
171 |
+
value = value.replace('<', '<')
|
172 |
+
value = value.replace(',', '<p>')
|
173 |
+
|
174 |
+
row_value = ("<tr>"
|
175 |
+
"<td>{key}</td>"
|
176 |
+
"<td>{mrz_value}</td>"
|
177 |
+
"</tr>".format(key=key, mrz_value=value))
|
178 |
+
table_value = table_value + row_value
|
179 |
+
|
180 |
+
|
181 |
+
html = ("<table>"
|
182 |
+
"<tr>"
|
183 |
+
"<th style=""width:20%"">Field</th>"
|
184 |
+
"<th style=""width:40%"">MRZ</th>"
|
185 |
+
"</tr>"
|
186 |
+
"{table_value}"
|
187 |
+
"</table>".format(table_value=table_value))
|
188 |
+
|
189 |
+
table_value = ""
|
190 |
+
for key, value in r.json().items():
|
191 |
+
if key == 'Images':
|
192 |
+
for details_key, details_value in value.items():
|
193 |
+
for image_key, image_value in details_value.items():
|
194 |
+
if image_key == 'image':
|
195 |
+
row_value = ("<tr>"
|
196 |
+
"<td>{key}</td>"
|
197 |
+
"<td><img src=""data:image/png;base64,{base64_image} width = '200' height= '100' /></td>"
|
198 |
+
"</tr>".format(key=details_key, base64_image=image_value))
|
199 |
+
table_value = table_value + row_value
|
200 |
+
|
201 |
+
images = ("<table>"
|
202 |
+
"<tr>"
|
203 |
+
"<th>Field</th>"
|
204 |
+
"<th>Image</th>"
|
205 |
+
"</tr>"
|
206 |
+
"{table_value}"
|
207 |
+
"</table>".format(table_value=table_value))
|
208 |
+
|
209 |
+
return [html, images]
|
210 |
+
|
211 |
+
|
212 |
+
# APP Interface
|
213 |
+
with gr.Blocks() as MiniAIdemo:
|
214 |
+
gr.Markdown(
|
215 |
+
"""
|
216 |
+
<a href="https://miniai.live" style="display: flex; align-items: center;">
|
217 |
+
<img src="https://miniai.live/wp-content/uploads/2024/02/logo_name-1-768x426-1.png" style="width: 18%; margin-right: 15px;"/>
|
218 |
+
<div>
|
219 |
+
<p style="font-size: 50px; font-weight: bold; margin-right: 20px;">IDSDK Web Online Demo</p>
|
220 |
+
</div>
|
221 |
+
</a>
|
222 |
+
|
223 |
+
<br/>
|
224 |
+
<ul>
|
225 |
+
<li style="font-size: 18px;">Visit and learn more about our Service : <a href="https://miniai.live" target="_blank" style="font-size: 18px;">https://www.miniai.live</a></li>
|
226 |
+
<li style="font-size: 18px;">Check our SDK for cross-platform from Github : <a href="https://github.com/MiniAiLive" target="_blank" style="font-size: 18px;">https://github.com/MiniAiLive</a></li>
|
227 |
+
<li style="font-size: 18px;">Quick view our Youtube Demo Video : <a href="https://www.youtube.com/@miniailive" target="_blank" style="font-size: 18px;">MiniAiLive Youtube Channel</a></li>
|
228 |
+
<li style="font-size: 18px;">Demo with Android device from Google Play : <a href="https://play.google.com/store/apps/dev?id=5831076207730531667" target="_blank" style="font-size: 18px;">MiniAiLive Google Play</a></li>
|
229 |
+
</ul>
|
230 |
+
<br/>
|
231 |
+
"""
|
232 |
+
)
|
233 |
+
with gr.Tabs():
|
234 |
+
with gr.Tab("ID Document Recognition"):
|
235 |
+
with gr.Row():
|
236 |
+
with gr.Column(scale=3):
|
237 |
+
im_id_in = gr.Image(type='filepath', height=300)
|
238 |
+
gr.Examples(
|
239 |
+
[
|
240 |
+
"images/id/demo1.jpg",
|
241 |
+
"images/id/demo2.png",
|
242 |
+
"images/id/demo3.png",
|
243 |
+
],
|
244 |
+
inputs=im_id_in
|
245 |
+
)
|
246 |
+
btn_f_id = gr.Button("Check Document Details", variant='primary')
|
247 |
+
with gr.Column(scale=5):
|
248 |
+
table_id_out = gr.HTML()
|
249 |
+
with gr.Column(scale=2):
|
250 |
+
im_id_out = gr.HTML()
|
251 |
+
|
252 |
+
btn_f_id.click(check_id, inputs=im_id_in, outputs=[table_id_out, im_id_out])
|
253 |
+
with gr.Tab("Bank/Credit Recognition"):
|
254 |
+
with gr.Row():
|
255 |
+
with gr.Column(scale=3):
|
256 |
+
im_bank_in = gr.Image(type='filepath', height=300)
|
257 |
+
gr.Examples(
|
258 |
+
[
|
259 |
+
"images/bank/demo1.jpg",
|
260 |
+
"images/bank/demo2.png",
|
261 |
+
"images/bank/demo3.png",
|
262 |
+
],
|
263 |
+
inputs=im_bank_in
|
264 |
+
)
|
265 |
+
btn_f_bank = gr.Button("Check Document Details", variant='primary')
|
266 |
+
with gr.Column(scale=5):
|
267 |
+
table_bank_out = gr.HTML()
|
268 |
+
with gr.Column(scale=2):
|
269 |
+
im_bank_out = gr.HTML()
|
270 |
+
|
271 |
+
btn_f_bank.click(check_bank, inputs=im_bank_in, outputs=[table_bank_out, im_bank_out])
|
272 |
+
with gr.Tab("MRZ/Barcode Recognition"):
|
273 |
+
with gr.Row():
|
274 |
+
with gr.Column(scale=3):
|
275 |
+
im_mrz_in = gr.Image(type='filepath', height=300)
|
276 |
+
gr.Examples(
|
277 |
+
[
|
278 |
+
"images/mrz_barcode/demo1.png",
|
279 |
+
"images/mrz_barcode/demo2.png",
|
280 |
+
],
|
281 |
+
inputs=im_mrz_in
|
282 |
+
)
|
283 |
+
btn_f_mrz = gr.Button("Check Document Details", variant='primary')
|
284 |
+
with gr.Column(scale=5):
|
285 |
+
table_mrz_out = gr.HTML()
|
286 |
+
with gr.Column(scale=2):
|
287 |
+
im_mrz_out = gr.HTML()
|
288 |
+
|
289 |
+
btn_f_mrz.click(check_mrz, inputs=im_mrz_in, outputs=[table_mrz_out, im_mrz_out])
|
290 |
+
if __name__ == "__main__":
|
291 |
+
MiniAIdemo.launch()
|
images/bank/demo1.jpg
ADDED
images/bank/demo2.png
ADDED
images/bank/demo3.png
ADDED
images/id/demo1.jpg
ADDED
images/id/demo2.png
ADDED
images/id/demo3.png
ADDED
images/mrz_barcode/demo1.png
ADDED
images/mrz_barcode/demo2.png
ADDED
requirements.txt
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
gradio
|
2 |
+
requests
|