├── .gitignore ├── LICENSE ├── README.md ├── dataset ├── pickle_files │ └── meta ├── test.csv └── train.csv ├── helper.py ├── level_dict.py ├── load_dataset.py ├── model ├── cbam.py ├── hierarchical_loss.py └── resnet50.py ├── plot.py ├── process_cifar100.py ├── readme_images ├── accuracy_subclass_epoch.png ├── accuracy_superclass_epoch.png ├── architecture.png ├── loss_epoch.png └── resnet_accuracy_epoch.png ├── requirements.txt ├── runtime_args.py └── train.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/README.md -------------------------------------------------------------------------------- /dataset/pickle_files/meta: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/dataset/pickle_files/meta -------------------------------------------------------------------------------- /dataset/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/dataset/test.csv -------------------------------------------------------------------------------- /dataset/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/dataset/train.csv -------------------------------------------------------------------------------- /helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/helper.py -------------------------------------------------------------------------------- /level_dict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/level_dict.py -------------------------------------------------------------------------------- /load_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/load_dataset.py -------------------------------------------------------------------------------- /model/cbam.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/model/cbam.py -------------------------------------------------------------------------------- /model/hierarchical_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/model/hierarchical_loss.py -------------------------------------------------------------------------------- /model/resnet50.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/model/resnet50.py -------------------------------------------------------------------------------- /plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/plot.py -------------------------------------------------------------------------------- /process_cifar100.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/process_cifar100.py -------------------------------------------------------------------------------- /readme_images/accuracy_subclass_epoch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/readme_images/accuracy_subclass_epoch.png -------------------------------------------------------------------------------- /readme_images/accuracy_superclass_epoch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/readme_images/accuracy_superclass_epoch.png -------------------------------------------------------------------------------- /readme_images/architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/readme_images/architecture.png -------------------------------------------------------------------------------- /readme_images/loss_epoch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/readme_images/loss_epoch.png -------------------------------------------------------------------------------- /readme_images/resnet_accuracy_epoch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/readme_images/resnet_accuracy_epoch.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/requirements.txt -------------------------------------------------------------------------------- /runtime_args.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/runtime_args.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ugenteraan/Deep_Hierarchical_Classification/HEAD/train.py --------------------------------------------------------------------------------