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Image Classification with Nearest Neighbor

License: MIT Image classification for CIFAR-10 dataset using a simple Nearest Neighbor Algorithm

Requirements

numpy

pickle(python 3)

cPickle(python 2)

Dataset

Download the python version of CIFAR-10 dataset from here,CIFAR-10 into ../data/ directory

Run

  1. Modify the directory to point to the dataset
  2. python run_NN.py for Nearest Neighbor
  3. python run_kNN.py for k-Nearest Neighbor

Credits

cs231n

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Nearest Neighbor classification for CIFAR-10

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