import gradio as gr
import requests
from PIL import Image
def check_id(frame):
url = "https://api.miniai.live/api/id_check"
files = {'image': open(frame, 'rb')}
r = requests.post(url=url, files=files)
html = None
images = None
mrz = None
status = r.json().get('Status')
table_value = ""
if r.json().get('MRZ') is not None:
mrz = r.json().get('MRZ')
for key, value in r.json().items():
if key == 'Status' or key == 'Images' or key == 'MRZ' or key == 'Position':
continue
mrz_value = ''
if mrz is not None and mrz.get(key) is not None:
mrz_value = mrz[key]
del mrz[key]
row_value = ("
"
"{key} | "
"{value} | "
"{mrz_value} | "
"
".format(key=key, value=value, mrz_value=mrz_value))
table_value = table_value + row_value
if mrz is not None:
for key, value in mrz.items():
if key == 'MRZ':
value = value.replace('<', '<')
value = value.replace(',', '')
row_value = ("
"
"{key} | "
"{value} | "
"{mrz_value} | "
"
".format(key=key, value='', mrz_value=value))
table_value = table_value + row_value
html = (""
""
"Field | "
"Value | "
"MRZ | "
"
"
"{table_value}"
"
".format(table_value=table_value))
table_value = ""
for key, value in r.json().items():
if key == 'Images':
for details_key, details_value in value.items():
for image_key, image_value in details_value.items():
if image_key == 'image':
row_value = (""
"{key} | "
" | "
"
".format(key=details_key, base64_image=image_value))
table_value = table_value + row_value
images = (""
""
"Field | "
"Image | "
"
"
"{table_value}"
"
".format(table_value=table_value))
return [html, images]
def check_bank(frame):
url = "https://api.miniai.live/api/bank_credit_check"
files = {'image': open(frame, 'rb')}
r = requests.post(url=url, files=files)
html = None
images = None
status = r.json().get('Status')
table_value = ""
for key, value in r.json().items():
if key == 'Status' or key == 'Images' or key == 'Position':
continue
row_value = (""
"{key} | "
"{value} | "
"
".format(key=key, value=value))
table_value = table_value + row_value
html = (""
""
"Field | "
"Value | "
"
"
"{table_value}"
"
".format(table_value=table_value))
table_value = ""
for key, value in r.json().items():
if key == 'Images':
for details_key, details_value in value.items():
for image_key, image_value in details_value.items():
if image_key == 'image':
row_value = (""
"{key} | "
" | "
"
".format(key=details_key, base64_image=image_value))
table_value = table_value + row_value
images = (""
""
"Field | "
"Image | "
"
"
"{table_value}"
"
".format(table_value=table_value))
return [html, images]
def check_mrz(frame):
url = "https://api.miniai.live/api/mrz_barcode_check"
files = {'image': open(frame, 'rb')}
r = requests.post(url=url, files=files)
html = None
images = None
mrz = None
status = r.json().get('Status')
table_value = ""
if r.json().get('MRZ') is not None:
mrz = r.json().get('MRZ')
for key, value in r.json().items():
if key == 'Status' or key == 'Images' or key == 'MRZ' or key == 'Position':
continue
mrz_value = ''
if mrz is not None and mrz.get(key) is not None:
mrz_value = mrz[key]
del mrz[key]
row_value = (""
"{key} | "
"{mrz_value} | "
"
".format(key=key, mrz_value=mrz_value))
table_value = table_value + row_value
if mrz is not None:
for key, value in mrz.items():
if key == 'MRZ':
value = value.replace('<', '<')
value = value.replace(',', '')
row_value = ("
"
"{key} | "
"{mrz_value} | "
"
".format(key=key, mrz_value=value))
table_value = table_value + row_value
html = (""
""
"Field | "
"MRZ | "
"
"
"{table_value}"
"
".format(table_value=table_value))
table_value = ""
for key, value in r.json().items():
if key == 'Images':
for details_key, details_value in value.items():
for image_key, image_value in details_value.items():
if image_key == 'image':
row_value = (""
"{key} | "
" | "
"
".format(key=details_key, base64_image=image_value))
table_value = table_value + row_value
images = (""
""
"Field | "
"Image | "
"
"
"{table_value}"
"
".format(table_value=table_value))
return [html, images]
# APP Interface
with gr.Blocks() as MiniAIdemo:
gr.Markdown(
"""
"""
)
with gr.Tabs():
with gr.Tab("ID Document Recognition"):
with gr.Row():
with gr.Column(scale=3):
im_id_in = gr.Image(type='filepath', height=300)
gr.Examples(
[
"images/id/demo1.jpg",
"images/id/demo2.png",
"images/id/demo3.png",
],
inputs=im_id_in
)
btn_f_id = gr.Button("Check Document Details", variant='primary')
with gr.Column(scale=5):
table_id_out = gr.HTML()
with gr.Column(scale=2):
im_id_out = gr.HTML()
btn_f_id.click(check_id, inputs=im_id_in, outputs=[table_id_out, im_id_out])
with gr.Tab("Bank/Credit Recognition"):
with gr.Row():
with gr.Column(scale=3):
im_bank_in = gr.Image(type='filepath', height=300)
gr.Examples(
[
"images/bank/demo1.jpg",
"images/bank/demo2.png",
"images/bank/demo3.png",
],
inputs=im_bank_in
)
btn_f_bank = gr.Button("Check Document Details", variant='primary')
with gr.Column(scale=5):
table_bank_out = gr.HTML()
with gr.Column(scale=2):
im_bank_out = gr.HTML()
btn_f_bank.click(check_bank, inputs=im_bank_in, outputs=[table_bank_out, im_bank_out])
with gr.Tab("MRZ/Barcode Recognition"):
with gr.Row():
with gr.Column(scale=3):
im_mrz_in = gr.Image(type='filepath', height=300)
gr.Examples(
[
"images/mrz_barcode/demo1.png",
"images/mrz_barcode/demo2.png",
],
inputs=im_mrz_in
)
btn_f_mrz = gr.Button("Check Document Details", variant='primary')
with gr.Column(scale=5):
table_mrz_out = gr.HTML()
with gr.Column(scale=2):
im_mrz_out = gr.HTML()
btn_f_mrz.click(check_mrz, inputs=im_mrz_in, outputs=[table_mrz_out, im_mrz_out])
if __name__ == "__main__":
MiniAIdemo.launch()