Add train script example #50
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adriaromero
suggested changes
Feb 14, 2020
| @@ -0,0 +1,61 @@ | |||
| import os | |||
added 2 commits
February 14, 2020 14:09
…d/keras-trainer into add-train-script-example
jsalbert
approved these changes
Feb 16, 2020
| trainer_args = { | ||
| 'train_generator': EnhancedImageDataGenerator().flow_from_dataframe( | ||
| train_dataframe, | ||
| x_col="storage_key", |
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I thought we agreed on using filename as column name?
| trainer = Trainer( | ||
| train_dataset_dir=root_directory, | ||
| val_dataset_dir=root_directory, | ||
| output_model_dir="./{}_model_dir".format(architecture), |
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Maybe set this as a parameter on top of the script in case you have two models with the same architecture
| train_dataset_dir=root_directory, | ||
| val_dataset_dir=root_directory, | ||
| output_model_dir="./{}_model_dir".format(architecture), | ||
| output_logs_dir="./{}_log_dir".format(architecture), |
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Maybe set this as a parameter on top of the script in case you have two models with the same architecture
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I added an example of a train script using the data generators that might be a useful starting point to quickly start training models with.