suva007 / image-clustering-and-rotation-search

clusters similar images and searches disoriented images and matches it with original image.

Image-clustering-and-rotation-search

• 📚 Image Clustering

• 📚 Rotation Search

• clustering is based on modified form of hierarichal clustering that calculates distance based on a very uniqie formula.

• projectII.ipynb file basically compares the probability of all the rotated images using CNN then tells it's correct orientation.

Features

1. Group Images

In a group of images that contains SRK and KRK images, it might be sometime very difficult to group the similar images together.

Prediction:

2. Search Rotated Images

In a group of images that contains SRK and KRK images, Search Rotated SRK's image and experience magic.

Test Images:

Prediction:

😉 Thanks