Kaggle_Dacon_repository

struct model using subclassing method

notfication

• Original Subclassing module includes train datasets and checkpoint of model.
• However, due to size limit of Github, some files has been removed.
• Github size limit : 10M
• 9 files has been removed
  • [91M] : model_checkpoints/VGG16/53_0.5009.hdf5
  • [24M] : model_checkpoints/LeNet5/21_0.4171.hdf5
  • [251M] : model_checkpoints/GoogLeNet/22_0.9526.hdf5
  • [24M] : model_checkpoints/Ensemble/Submodel_checkpoint/LeNet5_01_0.2740.hdf5
  • [739M] : datasets/merged_dataset/merged_data.csv
  • [73M] : datasets/Digit_Recognizer/train.csv
  • [49M] : datasets/Digit_Recognizer/test.csv
  • [235K] : datasets/Digit_Recognizer/sample_submission.csv
  • [667M] : datasets/A-Z Handwritten Alphabets in .csv format/A_Z Handwritten Data.csv

---

[Original Subclassing module]

• Subclassing
  • __init__.py
  • utils.py
  • models.py
  • load_trained_model.py
  • usage_example
    • example_vgg16.ipynb
    • example_lenet5.ipynb
    • example_googlenet.ipynb
    • example_ensemble.ipynb
  • model_checkpoints
    • VGG16
      • 53_0.5009.hdf5
    • LeNet5
      • 21_0.4171.hdf5
    • GoogLeNet
      • 22_0.9526.hdf5
    • Ensemble
      • Supmodel_checkpoint
        • ensemble_06_0.2691.hdf5
        • ensemble_05_0.2715.hdf5
      • Submodel_checkpoint
        • LeNet5_01_0.2740.hdf5
  • datasets
    • __init__.py
    • sampled_dataset.py
    • merged_dataset.py
    • sampled_dataset
      • sample_data.csv
    • merged_dataset
      • merged_data.csv
    • Digit_Recognizer
      • train.csv
      • test.csv
      • sample_submission.csv
    • A-Z Handwritten Alphabets in .csv format
      • A_Z Handwritten Data.csv

14 directories, 23 files

---

[Modified Sublcassing module]

• Subclassing
  • __init__.py
  • utils.py
  • models.py
  • load_trained_model.py
  • usage_example
    • example_vgg16.ipynb
    • example_lenet5.ipynb
    • example_googlenet.ipynb
    • example_ensemble.ipynb
  • model_checkpoints
    • VGG16
    • LeNet5
    • GoogLeNet
    • Ensemble
      • Supmodel_checkpoint
        • ensemble_06_0.2691.hdf5
        • ensemble_05_0.2715.hdf5
      • Submodel_checkpoint
  • datasets
    • __init__.py
    • sampled_dataset.py
    • merged_dataset.py
    • sampled_dataset
      • sample_data.csv
    • merged_dataset
    • Digit_Recognizer
    • A-Z Handwritten Alphabets in .csv format

14 directories, 14 files