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