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##THIS WORK WAS DONE BY AMIRA BEDOUI & ROUA MKADMI 5th YEAR OF ENGINEERING AS PART OF INDEXATION PROJECT ##

ImageSearchEngineContentbased

The objective of this project is to implement a content-based image search engine, which enables the retrieval of images most similar to a query image within a database. An image search engine comprises two main components:

  • Indexing, which involves defining an automatic method to describe images, enabling their differentiation[based on the histogram and the texture]

  • Searching, where users have a means to search for query images within an image database.

To run the code

  1. Clone the project

  2. execute : python interface.py

Explication

  1. The first interface [Route: /index] will let you enter the desireb number of columns and rows to show images from the database(Note: the database contains 50 image)

image1

  1. The second interface [Route: /show_images] will show the images

    image2

  2. Tap on the desired image to show top 4 similar images

    image4

  3. Now top 4 images are occured with similarity distance calculated

image5

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