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Artist-CNN-model

Datasets:

  1. artists.csv : dataset of information for each artist
  2. train_resized/ : image dataset of training paintings. Image name contain image author's name.
  3. test_resized/ : image dataset of testing paintings. Image name contain image author's name.

Model Structure

image

Best Result of Test Accuracy

Test Accuracy = 0.497

Best Result of Test Loss

Test Loss = 2.1529

Author Prediction of Random Painting (13 correct out of 20)

image

image

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