GitHub - YenaChoi00/ML-Final-Project: Improve the performance of CNN

: Develop a convolutional neural network (CNN) to perform classificaion and test it out on the CIFAR-10 dataset.

: ResNet-18

: 91.92%

Name		Name	Last commit message	Last commit date
Latest commit History 37 Commits
ResNet18		ResNet18
report		report
CIFAR10_Classification_Inceptionv3.ipynb		CIFAR10_Classification_Inceptionv3.ipynb
CIFAR10_Classification_ResNet.ipynb		CIFAR10_Classification_ResNet.ipynb
CIFAR10_Classification_VGG16.ipynb		CIFAR10_Classification_VGG16.ipynb
README.md		README.md
ResNet_augmentation_transfer_training.ipynb		ResNet_augmentation_transfer_training.ipynb
ResNet_basic_transfer_training.ipynb		ResNet_basic_transfer_training.ipynb
ResNet_no_transfer_training.ipynb		ResNet_no_transfer_training.ipynb
Transfer_learning_with_ResNet_50.ipynb		Transfer_learning_with_ResNet_50.ipynb
Transfer_learning_with_ResNet_50_30epoch.ipynb		Transfer_learning_with_ResNet_50_30epoch.ipynb
sample_code_tensorboard.ipynb		sample_code_tensorboard.ipynb

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