Skip to content

Latest commit

 

History

History
38 lines (19 loc) · 1.04 KB

README.md

File metadata and controls

38 lines (19 loc) · 1.04 KB

CS2108_Image_searcher

How to use:

  1. run "python UI_search.py" in console

  2. Window should pop up and search should be able to work

Generating index files:

  1. move all the generate index files out from their respective folder into the main folder

  2. run the program to get the respective csv files

  3. For sift*, run the learn.py file by running "python learn.py -d database"

*note sift runs only on Linux/windows systems. macOS is not supported

Dependencies: numpy, scipy, tensorflow, PIL, Tkinter, cv2, glob

Credits: Deep learning: Tensorflow and the image classification API

https://github.com/tensorflow/tensorflow/blob/master/tensorflow/g3doc/get_started/os_setup.md

Visual Words: Minimal Bag of Words implementaion

*Can only run properly if using Linux or Windows. sift is not compatible with macOS

https://github.com/shackenberg/Minimal-Bag-of-Visual-Words-Image-Classifier

Color histogram: pyimagesearch region color histogram implementation

http://www.pyimagesearch.com/2014/12/01/complete-guide-building-image-search-engine-python-opencv/