fruit_360
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2.0 (latest)

5.0 (earliest)

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Workflow Type: Galaxy

Image classification with fruit 360 dataset

Associated Tutorial

This workflows is part of the tutorial fruit_360, available in the GTN

Thanks to...

Tutorial Author(s): Kaivan Kamali

Workflow Author(s): Kaivan Kamali

SEEK ID: https://dev.workflowhub.eu/workflows/1322?version=1

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	File
_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 (latest) Created 16th Jul 2024 at 14:25 by Helena Rasche

Added/updated 4 files

Open master 95e4a29

5.0 (earliest) Created 25th Jun 2024 at 11:24 by Helena Rasche

Added/updated 4 files

Frozen 5.0 3fa9442

Creators and Submitter

Creators

Not specified

Submitter

Helena Rasche

Discussion Channel

GTN Matrix

Tool

scikit-learn

License

Creative Commons Attribution 4.0 International

Activity

Views: 453 Downloads: 145

Created: 25th Jun 2024 at 11:24

Last updated: 25th Jun 2024 at 11:24

fruit_360 5.0 (earliest) 2.0 (latest) 5.0 (earliest)