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How to Use

  • Overview
  • Plant Handler in Interactive Mode
  • Plant Handler in Command Line Mode
  • TF2 Model Builder
  • Data Model Explanation

Actions

  • Dataset
  • Exploratory Data Analysis
  • Extraction
  • Plotting
  • Predictions

PNS Helpers

  • Describe Leaf
  • Extract Dataset
  • Utilities

PNS Models

  • Data Model
  • General Model

TF Models

  • U-Net
  • U-Net ResNet34
  • W-Net

TF HyperModels

  • Hyper U-Net
  • Hyper U-Net ResNet34
  • Hyper W-Net

Losses

  • Custom Losses

Callbacks

  • Learning Rate Range Test
  • One Cycle Policy

Helpers

  • Utilities
  • Train Test Helpers
plant-network-segmentation
  • »
  • Overview: module code

All modules for which code is available

  • src.actions.dataset
  • src.actions.eda
  • src.actions.extraction
  • src.actions.plots
  • src.actions.prediction
  • src.data_model.data_model
  • src.helpers.describe_leaf
  • src.helpers.extract_dataset
  • src.helpers.utilities
  • src.model.model
  • src.pipelines.tensorflow_v2.callbacks.lr_range_test
  • src.pipelines.tensorflow_v2.callbacks.one_cycle
  • src.pipelines.tensorflow_v2.helpers.train_test
  • src.pipelines.tensorflow_v2.helpers.utilities
  • src.pipelines.tensorflow_v2.losses.custom_losses
  • src.pipelines.tensorflow_v2.models.hyper_unet
  • src.pipelines.tensorflow_v2.models.hyper_unet_resnet
  • src.pipelines.tensorflow_v2.models.hyper_wnet
  • src.pipelines.tensorflow_v2.models.unet
  • src.pipelines.tensorflow_v2.models.unet_resnet
  • src.pipelines.tensorflow_v2.models.wnet

© Copyright 2020, Tristan Naidoo, Glenn Moncrief, Stefan Britz. Revision 00d9d114.

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