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Person Image Verification Package

Overview

The Person Image Verification Package allows users to upload a document containing an image of a person and an original image of a person. It then determines whether the person in both images is the same or different. This package leverages advanced image processing and machine learning techniques to provide accurate results. A package to compare face similarity using HOG features and cosine similarity.

Features

  • Image Upload: Upload any document containing an image of a person.
  • Original Image Comparison: Upload an original image of the person for comparison.
  • Verification: Determine whether the person in both images is the same or different.
  • Easy Integration: Simple and straightforward integration into any project.

Installation

pip install Face_Similarity

Example Usage

from face_similarity.similarity import compare_faces

image_path_1 = 'path/to/Document_image.jpg'
image_path_2 = 'path/to/original_image.jpg'

result = compare_faces(image_path_1, image_path_2)
print(result)

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