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import sys |
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import os |
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import io |
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import base64 |
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import json |
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import gradio as gr |
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import requests |
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def face_recognition_on_file(file1, file2): |
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url = "http://93.127.215.33:8080/face_recognition" |
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try: |
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files = {'file1': open(file1, 'rb'), 'file2': open(file2, 'rb')} |
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r = requests.post(url=url, files=files) |
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r.raise_for_status() |
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except requests.RequestException as e: |
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raise gr.Error(f"Error occurred: {str(e)}") |
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except IOError: |
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raise gr.Error("Please select valid image files!") |
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try: |
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response = r.json() |
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print(response) |
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return response |
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except json.JSONDecodeError: |
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raise gr.Error("Invalid response from server") |
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def liveness_detection_on_file(file): |
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url = "http://93.127.215.33:8080/check_liveness" |
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try: |
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files = {'file': open(file, 'rb')} |
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r = requests.post(url=url, files=files) |
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r.raise_for_status() |
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except requests.RequestException as e: |
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raise gr.Error(f"Error occurred: {str(e)}") |
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try: |
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response = r.json() |
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print(response) |
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return response |
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except json.JSONDecodeError: |
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raise gr.Error("Invalid response from server") |
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with gr.Blocks() as demo: |
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gr.Markdown( |
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""" |
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<a href="https://faceplugin.com" style="display: flex; align-items: center;"> |
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<img src="https://faceplugin.com/wp-content/uploads/2024/02/Square-png-file_2-1.png" style="width: 8%; margin-right: 15px;"/> |
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<div> |
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<p style="font-size: 24px; font-weight: bold; margin: 0;">FacePlugIn Ltd</p> |
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</div> |
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</a> |
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## Company Overview |
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FacePlugin Ltd is a pioneering company at the forefront of innovative solutions in the realm of facial recognition technology and computer vision. Established with a commitment to revolutionize security and authentication processes, FacePlugin specializes in cutting-edge solutions including face liveness detection, ID card recognition, face recognition, biometric authentication, and e-KYC (Electronic Know Your Customer) solutions. |
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<h2>List of our Products</h2> |
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* **[FaceRecognition-LivenessDetection-Android](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-Android)** |
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* **[FaceRecognition-LivenessDetection-iOS](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-iOS)** |
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* **[FaceRecognition-LivenessDetection-Javascript](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-Javascript)** |
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* **[FaceLivenessDetection-Docker](https://github.com/Faceplugin-ltd/FaceLivenessDetection-Docker)** |
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## Contact |
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<div style="display: flex; align-items: center;"> |
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<a target="_blank" href="mailto:[email protected]"><img src="https://img.shields.io/badge/[email protected]?logo=gmail " alt="faceplugin.com"></a> |
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<a target="_blank" href="https://t.me/faceplugin"><img src="https://img.shields.io/badge/[email protected]?logo=telegram " alt="faceplugin.com"></a> |
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<a target="_blank" href="https://wa.me/+14422295661"><img src="https://img.shields.io/badge/whatsapp-faceplugin-blue.svg?logo=whatsapp " alt="faceplugin.com"> |
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</div> |
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""" |
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) |
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with gr.TabItem("Face Recognition"): |
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with gr.Row(): |
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with gr.Column(): |
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first_input = gr.Image(type='filepath') |
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gr.Examples(['images/rec_5.jpg', 'images/rec_1.jpg', 'images/9.png', 'images/rec_3.jpg'], |
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inputs=first_input) |
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start_button = gr.Button("Run") |
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with gr.Column(): |
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second_input = gr.Image(type='filepath') |
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gr.Examples(['images/rec_6.jpg', 'images/rec_2.jpg', 'images/10.jpg', 'images/rec_4.jpg'], |
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inputs=second_input) |
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with gr.Column(): |
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app_output = [gr.JSON()] |
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start_button.click(face_recognition_on_file, inputs=[first_input, second_input], outputs=app_output) |
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with gr.TabItem("Face Liveness Detection"): |
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with gr.Row(): |
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with gr.Column(): |
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app_input = gr.Image(type='filepath') |
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gr.Examples(['images/4.jpg', 'images/1.png', 'images/2.png', 'images/3.png'], |
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inputs=app_input) |
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start_button = gr.Button("Run") |
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with gr.Column(): |
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app_output = [gr.JSON()] |
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start_button.click(liveness_detection_on_file, inputs=app_input, outputs=app_output) |
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gr.HTML('<a href="https://visitorbadge.io/status?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2FFacePlugin-Ltd%2FFacePlugin-Face-Recognition-SDK"><img src="https://api.visitorbadge.io/api/combined?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2FFacePlugin-Ltd%2FFacePlugin-Face-Recognition-SDK&labelColor=%23697689&countColor=%2337d67a&style=flat&labelStyle=upper" /></a>') |
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demo.queue().launch(share=True) |
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