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Update demo.py
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demo.py
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import gradio as gr
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import requests
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from PIL import Image
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import io
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import cv2
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import numpy as np
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palmprint_count = 0
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def compare_palmprint(frame1, frame2):
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global palmprint_count
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palmprint_count = palmprint_count + 1
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print("palmprint_count", palmprint_count)
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f = open('palmprint_recognition.txt', 'w', encoding="utf-8")
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f.write("palmprint_count: {palmprint_count}".format(palmprint_count=palmprint_count))
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f.close()
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url = "http://127.0.0.1:8080/compare_palmprint"
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files = {'file1': open(frame1, 'rb'), 'file2': open(frame2, 'rb')}
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r = requests.post(url=url, files=files)
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html = None
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compare_result = r.json().get('compare_result')
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compare_similarity = r.json().get('compare_similarity')
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html = ("<table>"
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"<tr>"
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"<th>Compare Result</th>"
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"<th>Value</th>"
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"</tr>"
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"<tr>"
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"<td>Result</td>"
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"<td>{compare_result}</td>"
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"</tr>"
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"<tr>"
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"<td>Similarity</td>"
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"<td>{compare_similarity}</td>"
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"</tr>"
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"</table>".format(compare_result=compare_result, compare_similarity=compare_similarity))
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return [html]
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with gr.Blocks() as demo:
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gr.Markdown(
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"""
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# KBY-AI Palm-Print Recognition
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We offer SDKs for face recognition, liveness detection(anti-spoofing), ID card recognition and ID document liveness detection.
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We also specialize in providing outsourcing services with a variety of technical stacks like AI(Computer Vision/Machine Learning), Mobile apps, and web apps.
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##### KYC Verification Demo - https://github.com/kby-ai/KYC-Verification-Demo-Android
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##### ID Capture Web Demo - https://id-document-recognition-react-alpha.vercel.app
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"""
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)
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with gr.TabItem("Palmprint Recognition"):
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gr.Markdown(
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"""
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##### Docker Hub - https://hub.docker.com/r/kbyai/palmprint-recognition
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```bash
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sudo docker pull kbyai/palmprint-recognition:latest
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sudo docker run -v ./license.txt:/root/kby-ai-palmprint/license.txt -p 8081:8080 -p 9001:9000 kbyai/palmprint-recognition:latest
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```
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"""
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)
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with gr.Row():
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with gr.Column():
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compare_palmprint_input1 = gr.Image(type='filepath')
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gr.Examples(['palmprint_examples/1.jpg', 'palmprint_examples/3.jpg', 'palmprint_examples/5.jpg', 'palmprint_examples/7.jpg'
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inputs=compare_palmprint_input1)
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compare_palmprint_button = gr.Button("Compare Hand")
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with gr.Column():
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compare_palmprint_input2 = gr.Image(type='filepath')
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gr.Examples(['palmprint_examples/2.jpg', 'palmprint_examples/4.jpg', 'palmprint_examples/6.jpg', 'palmprint_examples/8.jpg'
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inputs=compare_palmprint_input2)
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with gr.Column():
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compare_result_output = gr.HTML(label='Result')
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compare_palmprint_button.click(compare_palmprint, inputs=[compare_palmprint_input1, compare_palmprint_input2], outputs=[compare_result_output])
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gr.HTML('<a href="https://visitorbadge.io/status?path=https%3A%2F%2Fweb.kby-ai.com%2F"><img src="https://api.visitorbadge.io/api/combined?path=https%3A%2F%2Fweb.kby-ai.com%2F&label=VISITORS&countColor=%23263759" /></a>')
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demo.launch(server_name="0.0.0.0", server_port=7860)
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import gradio as gr
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import requests
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from PIL import Image
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import io
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import cv2
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import numpy as np
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palmprint_count = 0
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def compare_palmprint(frame1, frame2):
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global palmprint_count
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palmprint_count = palmprint_count + 1
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print("palmprint_count", palmprint_count)
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f = open('palmprint_recognition.txt', 'w', encoding="utf-8")
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f.write("palmprint_count: {palmprint_count}".format(palmprint_count=palmprint_count))
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f.close()
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url = "http://127.0.0.1:8080/compare_palmprint"
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files = {'file1': open(frame1, 'rb'), 'file2': open(frame2, 'rb')}
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r = requests.post(url=url, files=files)
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html = None
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compare_result = r.json().get('compare_result')
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compare_similarity = r.json().get('compare_similarity')
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html = ("<table>"
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"<tr>"
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"<th>Compare Result</th>"
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"<th>Value</th>"
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"</tr>"
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"<tr>"
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"<td>Result</td>"
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"<td>{compare_result}</td>"
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"</tr>"
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"<tr>"
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"<td>Similarity</td>"
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"<td>{compare_similarity}</td>"
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"</tr>"
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"</table>".format(compare_result=compare_result, compare_similarity=compare_similarity))
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return [html]
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with gr.Blocks() as demo:
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gr.Markdown(
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"""
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# KBY-AI Palm-Print Recognition
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We offer SDKs for face recognition, liveness detection(anti-spoofing), ID card recognition and ID document liveness detection.
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We also specialize in providing outsourcing services with a variety of technical stacks like AI(Computer Vision/Machine Learning), Mobile apps, and web apps.
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+
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##### KYC Verification Demo - https://github.com/kby-ai/KYC-Verification-Demo-Android
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##### ID Capture Web Demo - https://id-document-recognition-react-alpha.vercel.app
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"""
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)
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with gr.TabItem("Palmprint Recognition"):
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gr.Markdown(
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"""
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##### Docker Hub - https://hub.docker.com/r/kbyai/palmprint-recognition
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```bash
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sudo docker pull kbyai/palmprint-recognition:latest
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sudo docker run -v ./license.txt:/root/kby-ai-palmprint/license.txt -p 8081:8080 -p 9001:9000 kbyai/palmprint-recognition:latest
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```
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"""
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)
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with gr.Row():
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with gr.Column():
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compare_palmprint_input1 = gr.Image(type='filepath')
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gr.Examples(['palmprint_examples/1.jpg', 'palmprint_examples/3.jpg', 'palmprint_examples/5.jpg', 'palmprint_examples/7.jpg'],
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inputs=compare_palmprint_input1)
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compare_palmprint_button = gr.Button("Compare Hand")
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with gr.Column():
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compare_palmprint_input2 = gr.Image(type='filepath')
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gr.Examples(['palmprint_examples/2.jpg', 'palmprint_examples/4.jpg', 'palmprint_examples/6.jpg', 'palmprint_examples/8.jpg'],
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inputs=compare_palmprint_input2)
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with gr.Column():
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compare_result_output = gr.HTML(label='Result')
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compare_palmprint_button.click(compare_palmprint, inputs=[compare_palmprint_input1, compare_palmprint_input2], outputs=[compare_result_output])
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gr.HTML('<a href="https://visitorbadge.io/status?path=https%3A%2F%2Fweb.kby-ai.com%2F"><img src="https://api.visitorbadge.io/api/combined?path=https%3A%2F%2Fweb.kby-ai.com%2F&label=VISITORS&countColor=%23263759" /></a>')
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demo.launch(server_name="0.0.0.0", server_port=7860)
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