core.services.data.dataset.utils

utils

Functions:

Name	Description
load_coco_datasets_impl	Implementation logic to load COCO datasets depending on the pipeline context type.
load_yolo_datasets_impl	Implementation logic to load YOLO datasets depending on the pipeline context type.
validate_dataset_impl

load_coco_datasets_impl(context, skip_asset_listing)

Implementation logic to load COCO datasets depending on the pipeline context type.

Handles both training and processing contexts and downloads assets and annotations accordingly.

Parameters:

Name	Type	Description	Default
context	PicselliaTrainingContext | LocalTrainingContext | PicselliaProcessingContext | LocalProcessingContext	Either a training or processing context instance.	required
skip_asset_listing	bool	Whether to skip asset listing before download.	required

Returns:

Type	Description
DatasetCollection[CocoDataset] | CocoDataset	DatasetCollection[CocoDataset] or CocoDataset: The loaded dataset(s).

load_yolo_datasets_impl(context, skip_asset_listing)

Implementation logic to load YOLO datasets depending on the pipeline context type.

Handles both training and processing contexts and downloads assets and annotations accordingly.

Parameters:

Name	Type	Description	Default
context	PicselliaTrainingContext | LocalTrainingContext | PicselliaProcessingContext | LocalProcessingContext	Either a training or processing context instance.	required
skip_asset_listing	bool	Whether to skip asset listing before download.	required

Returns:

Type	Description
DatasetCollection[YoloDataset] | YoloDataset	DatasetCollection[YoloDataset] or YoloDataset: The loaded dataset(s).

validate_dataset_impl(dataset, fix_annotation=False)