├── README.md ├── ResNet18_224.ipynb ├── ResNet18_224_finetune.ipynb ├── ResNet18_Baseline.ipynb ├── img ├── baseline.png ├── baseline_no_pretrain.png ├── resnet18_224.png ├── resnet18_224_64.png └── restnet18_224_64_fine_tune.png └── utils ├── Bicubic Interpolation.ipynb ├── tiny-imgnet-val-reformat.ipynb └── train_model.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/README.md -------------------------------------------------------------------------------- /ResNet18_224.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/ResNet18_224.ipynb -------------------------------------------------------------------------------- /ResNet18_224_finetune.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/ResNet18_224_finetune.ipynb -------------------------------------------------------------------------------- /ResNet18_Baseline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/ResNet18_Baseline.ipynb -------------------------------------------------------------------------------- /img/baseline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/img/baseline.png -------------------------------------------------------------------------------- /img/baseline_no_pretrain.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/img/baseline_no_pretrain.png -------------------------------------------------------------------------------- /img/resnet18_224.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/img/resnet18_224.png -------------------------------------------------------------------------------- /img/resnet18_224_64.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/img/resnet18_224_64.png -------------------------------------------------------------------------------- /img/restnet18_224_64_fine_tune.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/img/restnet18_224_64_fine_tune.png -------------------------------------------------------------------------------- /utils/Bicubic Interpolation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/utils/Bicubic Interpolation.ipynb -------------------------------------------------------------------------------- /utils/tiny-imgnet-val-reformat.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/utils/tiny-imgnet-val-reformat.ipynb -------------------------------------------------------------------------------- /utils/train_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tjmoon0104/Tiny-ImageNet-Classifier/HEAD/utils/train_model.py --------------------------------------------------------------------------------