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Image classification using ResNet18 model on Cifar10 dataset

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knu_deep_learning_term_project

Image classification using ResNet18 model on Cifar10 dataset. Python 3.9, pytorch 1.10.1+cuda11.3, torchvision 0.11.2+cuda11.3, and timm 0.9.2 were used to formulate the training and testing codes. The testing accuracy of 97.26% was achieved.

  • for training use the following command:
python train.py
  • for testing use the following command:
python test.py

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Image classification using ResNet18 model on Cifar10 dataset

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