CLI Simplification (#449)
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16 changed files with 218 additions and 132 deletions
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@ -38,13 +38,13 @@ include train, val, and predict.
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- Predict: The predict mode is used to make predictions with the model on new data. This mode is typically used in
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production or when deploying the model to users.
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| Key | Value | Description |
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|--------|----------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| task | `detect` | Set the task via CLI. See Tasks for all supported tasks like - `detect`, `segment`, `classify`.<br> - `init` is a special case that creates a copy of default.yaml configs to the current working dir |
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| mode | `train` | Set the mode via CLI. It can be `train`, `val`, `predict` |
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| resume | `False` | Resume last given task when set to `True`. <br> Resume from a given checkpoint is `model.pt` is passed |
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| model | null | Set the model. Format can differ for task type. Supports `model_name`, `model.yaml` & `model.pt` |
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| data | null | Set the data. Format can differ for task type. Supports `data.yaml`, `data_folder`, `dataset_name` |
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| Key | Value | Description |
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|--------|----------|--------------------------------------------------------------------------------------------------------|
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| task | `detect` | Set the task via CLI. See Tasks for all supported tasks like - `detect`, `segment`, `classify` |
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| mode | `train` | Set the mode via CLI. It can be `train`, `val`, `predict`, `export` |
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| resume | `False` | Resume last given task when set to `True`. <br> Resume from a given checkpoint is `model.pt` is passed |
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| model | null | Set the model. Format can differ for task type. Supports `model_name`, `model.yaml` & `model.pt` |
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| data | null | Set the data. Format can differ for task type. Supports `data.yaml`, `data_folder`, `dataset_name` |
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### Training
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@ -197,6 +197,6 @@ it easier to debug and optimize the training process.
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|-----------|---------|---------------------------------------------------------------------------------------------|
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| project: | 'runs' | The project name |
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| name: | 'exp' | The run name. `exp` gets automatically incremented if not specified, i.e, `exp`, `exp2` ... |
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| exist_ok: | `False` | ??? |
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| exist_ok: | `False` | Will replace current directory contents if set to True and output directory exists. |
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| plots | `False` | **Validation**: Save plots while validation |
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| nosave | `False` | Don't save any plots, models or files |
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| save | `False` | Save any plots, models or files |
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