guz-ali / searchengine

Find images through keywords with their tags and display them.

SearchEngine

Find images through keywords with their tags and display them.

Required Libraries

os, glob, PIL, pickle.

To install libraries, do: pip install *library*

If you do not have PIL or pickle, simply run this code on terminal: pip install PIL pickle

Test Cases

I have three default test cases for the function search_text(...)

How to open the program

Run jupyter notebook Search-Image-Shopify-Project.ipynb on terminal while in directory, or open the file directly.

Please run all nodes. You can check the test cases.

I have left a playground for you to use the function search_text to search by keywords. You can change the keywords to try out the program.

What my class and functions do

First the program loads the images (.png) and the tags (.pk). By now, we created the class, all that's left is to try the program out.

Program uses user's keywords to find the images through their tags.

Try these codes in the playground section:

To see the tags, you can run engine.print_tags()

To simply use the engine, use function engine.search_text(["your","keys"]). By default, program will display images that have the keys as their tags. (by default program uses operator "and").

To run with operator "or" instead, do: engine.search_text(["your","keys"], op="or")

To make the program display no images, do: engine.search_text(["your","keys"], suppress_images="True")

Final notes

I used the Azure Computer Vision examples as my database but their API could be implemented directly to our program.