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

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suva007/image-clustering-and-rotation-search

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Image-clustering-and-rotation-search

Portion-Watermarking

  • 📚 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.

image

Prediction: Screenshot 2023-12-23 at 6 06 34 PM

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:

image image

Prediction:

image

😉 Thanks

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