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This is my code for classification with MNIST data

  • dataset(mnist) is available in link: https://drive.google.com/drive/u/0/folders/1Pq7fxoOvFWDMlpFBXvIDz7_RasNcOAog - Please download folder data and put into project
  • file train_eval.py for training loop and evaluate accuracy
  • file predict.py for predicting image in test_dataset
  • folder 'utils' contain some neccessary function like loss function, optimizer, load_data function, class dataset, plot_dataset_function...

How to predict your dataset?

  • easily, first you can put your test_set in folder 'data'
  • second, please change the index in the line 20 (getitem function)
  • third, you can change your model if you want

How to train your custom data?

  • first, you can put your dataset in folder 'data'
  • second, change Path to (val,train)dataset at line 12, 15, 16 in file train_eval.py
  • Third, change Path to test_dataset at line 9 in file predict.py

HOPE YOU ENJOY IT!

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