Workflow Type: Galaxy

Image classification with fruit 360 dataset

Associated Tutorial

This workflows is part of the tutorial Image classification in Galaxy with fruit 360 dataset, available in the GTN

Thanks to...

Workflow Author(s): Kaivan Kamali

Tutorial Author(s): Kaivan Kamali

gtn star logo followed by the word workflows

Inputs

ID Name Description Type
test_X_10.tsv #main/test_X_10.tsv n/a
  • File
test_y_10.tsv #main/test_y_10.tsv n/a
  • File
train_X_10.tsv #main/train_X_10.tsv n/a
  • File
train_y_10.tsv #main/train_y_10.tsv n/a
  • File

Steps

ID Name Description
4 Create a deep learning model architecture toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_config/keras_model_config/0.5.0
5 Advanced Cut toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_cut_tool/1.1.0
6 Advanced Cut toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_cut_tool/1.1.0
7 Create deep learning model toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/0.5.0
8 To categorical toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_to_categorical/sklearn_to_categorical/1.0.8.3
9 Deep learning training and evaluation toolshed.g2.bx.psu.edu/repos/bgruening/keras_train_and_eval/keras_train_and_eval/1.0.8.3
10 Model Prediction toolshed.g2.bx.psu.edu/repos/bgruening/model_prediction/model_prediction/1.0.8.3
11 Machine Learning Visualization Extension toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.8.3

Outputs

ID Name Description Type
_anonymous_output_10 #main/_anonymous_output_10 n/a
  • File
_anonymous_output_11 #main/_anonymous_output_11 n/a
  • File
_anonymous_output_12 #main/_anonymous_output_12 n/a
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_anonymous_output_13 #main/_anonymous_output_13 n/a
  • File
_anonymous_output_14 #main/_anonymous_output_14 n/a
  • File
_anonymous_output_5 #main/_anonymous_output_5 n/a
  • File
_anonymous_output_6 #main/_anonymous_output_6 n/a
  • File
_anonymous_output_7 #main/_anonymous_output_7 n/a
  • File
_anonymous_output_8 #main/_anonymous_output_8 n/a
  • File
_anonymous_output_9 #main/_anonymous_output_9 n/a
  • File

Version History

2.0 (earliest) Created 2nd Jun 2025 at 11:01 by GTN Bot

Added/updated 4 files


Open master 9f58c86
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Views: 41   Downloads: 4   Runs: 0

Created: 2nd Jun 2025 at 11:01

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Total size: 104 KB
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