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Bag of Visual Words

Bag of Visual Words implemented in Python.

Requirements

The program requires the following libraries

  1. Numpy
  2. Pytorch
  3. Sklearn
  4. OpenCV
  5. Matplotlib
  6. Tqdm

How to run

The Bag of Visual Words.ipynb notebook has the functions and the code for the algorithm. The code is run on the SUN Dataset.

Results

The above is a sample of the correct results of the BOVW algorithm.

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Bag of Visual Words implemented in Python

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