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()
PhenoCamSnow
  • Index
  • Edit on GitHub

Index

_ | C | D | G | L | P | R | S | T

_

  • __init__() (PhenoCamDataModule method)
    • (PhenoCamImageDataset method)
    • (PhenoCamResNet method)

C

  • classify_offline() (in module phenocam_snow.predict)
  • classify_online() (in module phenocam_snow.predict)

D

  • download() (in module phenocam_snow.utils)
  • download_from_log() (in module phenocam_snow.utils)

G

  • get_categories() (PhenoCamDataModule method)
  • get_site_dates() (in module phenocam_snow.utils)
  • get_site_names() (in module phenocam_snow.utils)

L

  • label_images_via_subdir() (in module phenocam_snow.utils)
  • load_model_from_file() (in module phenocam_snow.predict)

P

  • PhenoCamDataModule (class in phenocam_snow.data)
  • PhenoCamImageDataset (class in phenocam_snow.data)
  • PhenoCamResNet (class in phenocam_snow.model)
  • prepare_data() (PhenoCamDataModule method)

R

  • read_labels() (in module phenocam_snow.utils)
  • run_model_offline() (in module phenocam_snow.predict)
  • run_model_online() (in module phenocam_snow.predict)

S

  • setup() (PhenoCamDataModule method)

T

  • train_model_with_existing_data() (in module phenocam_snow.train)
  • train_model_with_new_data() (in module phenocam_snow.train)

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