Workflow Type: Galaxy
Open
Frozen
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
Inputs
ID | Name | Description | Type |
---|---|---|---|
test_X_10.tsv | #main/test_X_10.tsv | n/a |
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test_y_10.tsv | #main/test_y_10.tsv | n/a |
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train_X_10.tsv | #main/train_X_10.tsv | n/a |
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train_y_10.tsv | #main/train_y_10.tsv | n/a |
|
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 |
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_anonymous_output_11 | #main/_anonymous_output_11 | n/a |
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_anonymous_output_12 | #main/_anonymous_output_12 | n/a |
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_anonymous_output_13 | #main/_anonymous_output_13 | n/a |
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_anonymous_output_14 | #main/_anonymous_output_14 | n/a |
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_anonymous_output_5 | #main/_anonymous_output_5 | n/a |
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_anonymous_output_6 | #main/_anonymous_output_6 | n/a |
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_anonymous_output_7 | #main/_anonymous_output_7 | n/a |
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_anonymous_output_8 | #main/_anonymous_output_8 | n/a |
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_anonymous_output_9 | #main/_anonymous_output_9 | n/a |
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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
![help](/assets/famfamfam_silk/information-8cfe563be76fb11b27c8ba778f5d40ce6800b244d6ca58ef6e9973308efbe534.png)
Creators
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Discussion Channel
Tool
Activity
Views: 185 Downloads: 75
Created: 25th Jun 2024 at 11:24
Last updated: 25th Jun 2024 at 11:24
![help](/assets/famfamfam_silk/information-8cfe563be76fb11b27c8ba778f5d40ce6800b244d6ca58ef6e9973308efbe534.png)
![help](/assets/famfamfam_silk/information-8cfe563be76fb11b27c8ba778f5d40ce6800b244d6ca58ef6e9973308efbe534.png)
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