File size: 1,198 Bytes
ae57c29 14ffa36 ae57c29 14ffa36 c2d5008 d6facd1 88aced2 88ce3ac c2d5008 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 |
import os
import gradio as gr
from deepface import DeepFace
def inference(image1,image2):
result = DeepFace.verify(img1_path = image1, img2_path = image2)
if result["verified"]:
text = "same person"
else:
text = "different person"
return result["verified"],result["distance"],result["max_threshold_to_verify"],result["model"],result["similarity_metric"]
examples=[['mona.jpeg','mona.jpeg'],['mona.jpeg','pearl.jpeg']]
title = "DeepFace"
description = "Gradio demo for DeepFace for face verification: verifies face pairs as same person or different persons. To use it, simply upload your images, or click one of the examples to load them. Read more at the links below."
article = "<p style='text-align: center'><a href='https://github.com/serengil/deepface' target='_blank'>Github Repo</a></p>"
gr.Interface(inference,["image","image"],[gr.outputs.Label(label="same person"),gr.outputs.Label(label="distance"),gr.outputs.Label(label="max threshold to verify"),gr.outputs.Label(label="model"),gr.outputs.Label(label="similarity metric")],enable_queue=True,examples=examples, title=title,description=description,article=article,theme="dark").launch(debug=True) |