FiftyOne dataset from LakeFS¶
Category: data_generator.vision.detection.2d
Version: 1.0.0
UUID: be7ad57bc8edf292af2885423fcc0af3f989c9905db56e844209769c769c3f7d
Execution context: leip_af
Choice Priority: 100.0
Subcomponent Parameters¶
| Name | Synonyms | Allowable Categories |
|---|---|---|
| Training Augmentation | data.augmentation.training |
augmentation.vision.2d.training |
| Validation Augmentation | data.augmentation.validation |
augmentation.vision.2d.validation |
Value Parameters¶
| Name | Synonyms | Type | Values | Help |
|---|---|---|---|---|
| LakeFS commit ID that uniquely identifies the dataset version | data.lakefs_commit_id |
scalar | string | Specify the commit ID in LakeFS that corresponds to the dataset version you want to use. This is the ultimate reproducibility identifier for the dataset in LakeFS. |
| Fiftyone Dataset Type | data.fiftyone_dataset_type |
scalar | string | Specify the type of dataset in FiftyOne, e.g., 'detection', 'classification', etc. |
| Fiftyone Groundtruth Field Name | data.fiftyone_groundtruth_field_name |
scalar | string | |
| LakeFS prefix | data.lakefs_prefix |
scalar | string | |
| LakeFS repository name | data.lakefs_repo |
scalar | string | |
| Fiftyone Train View Name | data.fiftyone_train_view |
scalar | string | |
| Fiftyone Val View Name | data.fiftyone_val_view |
scalar | string | |
| Number of classes | data.number_of_classes |
scalar | int |
Constraints¶
- Number of classes has to be positive (meta.nclasses > 0)
- LakeFS repository name must be provided (actual.repo != '')
- LakeFS commit ID must be provided (actual.commit_id != '')
- LakeFS prefix must be provided (actual.prefix != '')