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
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@@ -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')
|
| 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))
|
| 49 |
+
table_value = table_value + row_value
|
| 50 |
+
|
| 51 |
+
|
| 52 |
+
html = ("<table>"
|
| 53 |
+
"<tr>"
|
| 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>"
|
| 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))
|
| 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
|