PhenoCamSnow
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User Guide

  • Training a Model
  • Classifying New Images
    • Local Prediction
    • Online Prediction

API Reference

  • phenocam_snow.data
    • PhenoCamImageDataset
      • PhenoCamImageDataset.__init__()
    • PhenoCamDataModule
      • PhenoCamDataModule.__init__()
      • PhenoCamDataModule.get_categories()
      • PhenoCamDataModule.prepare_data()
      • PhenoCamDataModule.setup()
  • phenocam_snow.model
    • PhenoCamResNet
      • PhenoCamResNet.__init__()
  • phenocam_snow.train
    • train_model_with_new_data()
    • train_model_with_existing_data()
  • phenocam_snow.predict
    • classify_online()
    • classify_offline()
    • load_model_from_file()
    • run_model_offline()
    • run_model_online()
  • phenocam_snow.utils
    • get_site_names()
    • get_site_dates()
    • download()
    • download_from_log()
    • label_images_via_subdir()
    • read_labels()
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