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import os
import gradio as gr
import requests
import json
import io
from gradio.components import Image
from PIL import Image as PILImage, ImageDraw, ImageFont # This import may be needed if you're processing images
from PIL import Image
def process_image(image1, image2):
try:
img_bytes1 = io.BytesIO()
image1.save(img_bytes1, format="JPEG")
img_bytes1.seek(0)
except:
return ["Failed to open image", {"resultCode": "Error", "result": "Failed to open image"}]
try:
img_bytes2 = io.BytesIO()
image2.save(img_bytes2, format="JPEG")
img_bytes2.seek(0)
except:
pass
url = "http://127.0.0.1:9000/process_image"
files = {'image1': img_bytes1, 'image2': img_bytes2}
result = requests.post(url=url, files=files)
if result.ok:
json_result = result.json()
if json_result.get("resultCode") == "Error":
return ["Failed to process image", {"resultCode": "Error", "result": "Failed to process image"}]
html = None
images = None
mrz = None
barcode = None
r = json_result.get("result", {})
table_value = ""
if r.get('MRZ') is not None:
mrz = r.get('MRZ')
if r.get('Barcode') is not None:
barcode = r.get('Barcode')
for key, value in r.items():
if key == 'Images' or key == 'MRZ' or key == 'Barcode':
continue
mrz_value = ''
if mrz is not None and mrz.get(key) is not None:
mrz_value = mrz[key]
del mrz[key]
barcode_value = ''
if barcode is not None and barcode.get(key) is not None:
barcode_value = barcode[key]
del barcode[key]
if mrz is not None and barcode is not None:
row_value = ("<tr>"
"<td>{key}</td>"
"<td>{value}</td>"
"<td>{mrz_value}</td>"
"<td>{barcode_value}</td>"
"</tr>".format(key=key, value=value, mrz_value=mrz_value, barcode_value=barcode_value))
elif mrz is not None:
row_value = ("<tr>"
"<td>{key}</td>"
"<td>{value}</td>"
"<td>{mrz_value}</td>"
"</tr>".format(key=key, value=value, mrz_value=mrz_value))
elif barcode is not None:
row_value = ("<tr>"
"<td>{key}</td>"
"<td>{value}</td>"
"<td>{barcode_value}</td>"
"</tr>".format(key=key, value=value, barcode_value=barcode_value))
else:
row_value = ("<tr>"
"<td>{key}</td>"
"<td>{value}</td>"
"</tr>".format(key=key, value=value))
table_value = table_value + row_value
if mrz is not None and barcode is not None:
for key, value in mrz.items():
if key == 'MRZ':
value = value.replace('<', '<')
value = value.replace(',', '<p>')
row_value = ("<tr>"
"<td>{key}</td>"
"<td>{value}</td>"
"<td>{mrz_value}</td>"
"<td></td>"
"</tr>".format(key=key, value='', mrz_value=value))
table_value = table_value + row_value
for key, value in barcode.items():
if key == 'Barcode':
value = value.replace('<', '<')
value = value.replace(',', '<p>')
row_value = ("<tr>"
"<td>{key}</td>"
"<td>{value}</td>"
"<td></td>"
"<td>{barcode_value}</td>"
"</tr>".format(key=key, value='', barcode_value=value))
table_value = table_value + row_value
elif mrz is not None:
for key, value in mrz.items():
if key == 'MRZ':
value = value.replace('<', '<')
value = value.replace(',', '<p>')
row_value = ("<tr>"
"<td>{key}</td>"
"<td>{value}</td>"
"<td>{mrz_value}</td>"
"</tr>".format(key=key, value='', mrz_value=value))
table_value = table_value + row_value
elif barcode is not None:
for key, value in barcode.items():
if key == 'Barcode':
value = value.replace('<', '<')
value = value.replace(',', '<p>')
row_value = ("<tr>"
"<td>{key}</td>"
"<td>{value}</td>"
"<td>{barcode_value}</td>"
"</tr>".format(key=key, value='', barcode_value=value))
table_value = table_value + row_value
if mrz is not None and barcode is not None:
html = ("<table>"
"<tr>"
"<th>Field</th>"
"<th>OCR</th>"
"<th>MRZ</th>"
"<th>Barcode</th>"
"</tr>"
"{table_value}"
"</table>".format(table_value=table_value))
elif mrz is not None:
html = ("<table>"
"<tr>"
"<th style=""width:20%"">Field</th>"
"<th style=""width:40%"">OCR</th>"
"<th style=""width:40%"">MRZ</th>"
"</tr>"
"{table_value}"
"</table>".format(table_value=table_value))
elif barcode is not None:
html = ("<table>"
"<tr>"
"<th style=""width:20%"">Field</th>"
"<th style=""width:40%"">OCR</th>"
"<th style=""width:40%"">Barcode</th>"
"</tr>"
"{table_value}"
"</table>".format(table_value=table_value))
else:
html = ("<table>"
"<tr>"
"<th>Field</th>"
"<th>OCR</th>"
"</tr>"
"{table_value}"
"</table>".format(table_value=table_value))
table_value = ""
for key, value in r.items():
if key == 'Images':
for image_key, image_value in value.items():
row_value = ("<tr>"
"<td>{key}</td>"
"<td><img src=""data:image/png;base64,{base64_image} width = '200' height= '100' /></td>"
"</tr>".format(key=image_key, base64_image=image_value))
table_value = table_value + row_value
images = ("<table>"
"<tr>"
"<th>Field</th>"
"<th>Image</th>"
"</tr>"
"{table_value}"
"</table>".format(table_value=table_value))
return [html + "<br/><br/>" + images, json_result]
else:
return [result.text, {"resultCode": "Error", "result": result.text}]
with gr.Blocks() as demo:
gr.Markdown(
"""
<div style="display: flex;align-items: center;">
<img alt="Opulentyn Logo" src="https://github.com/user-attachments/assets/5fc78032-bff2-4f7e-a174-7d64b22f506d" width="350"/>
<div>
<h1>ID Document Recognition</h1>
<p>We offer <b>on-premises</b> OCR and liveness check solutions available with a <b>perpetual license</b>.</p>
</div>
</div>
## 🤝 Talk to us
<div style="display: flex; align-items: center;">
<a href="https://opulentyn.com" target="_blank">
<img src="https://img.shields.io/badge/Website-https%3A%2F%2Fopulentyn.com-blue?style=flat&logo=google-chrome&logoColor=white" alt="Website">
</a>
<a href="mailto:support@opulentyn.com">
<img src="https://img.shields.io/badge/Email-support%40opulentyn.com-blue?style=flat&logo=gmail&logoColor=white" alt="Email">
</a>
<a href="https://join.slack.com/t/opulentyn/shared_invite/zt-2s230jtbq-dWBs8XUZcrYim~nUqiimSA" target="_blank">
<img src="https://img.shields.io/badge/Slack-support--sdk-blueviolet?style=flat&logo=slack&logoColor=white" alt="Slack">
</a>
</div>
"""
)
with gr.Row():
with gr.Column():
image_input1 = gr.Image(type='pil', label='Front')
image_input2 = gr.Image(type='pil', label='Back')
gr.Examples(['examples/1.jpg', 'examples/2.jpg', 'examples/3.jpg'],
inputs=image_input1)
process_button = gr.Button("Process")
with gr.Column():
with gr.TabItem("Output"):
html_output = gr.HTML()
with gr.TabItem("JSON"):
json_output = gr.JSON()
process_button.click(process_image, inputs=[image_input1, image_input2], outputs=[html_output, json_output])
gr.HTML('<a href="https://visitorbadge.io/status?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fopulentyn%2FIDDocRecog"><img src="https://api.visitorbadge.io/api/combined?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fopulentyn%2FIDDocRecog&countColor=%23263759" /></a>')
demo.launch(server_name="0.0.0.0", server_port=7860) |