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pollfly
2025-02-13 13:21:35 +02:00
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docs/hyperdatasets/code_examples.md
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@@ -6,9 +6,9 @@ The following examples demonstrate registering, retrieving, and ingesting your d
interface.
## Registering your Data
* [register_dataset_with_roi.py](https://github.com/allegroai/clearml/blob/master/examples/hyperdatasets/data-registration/register_dataset_with_roi.py) - Demonstrates
* [register_dataset_with_roi.py](https://github.com/clearml/clearml/blob/master/examples/hyperdatasets/data-registration/register_dataset_with_roi.py) - Demonstrates
creating a new DatasetVersion and adding to it frames, supporting ROI annotations and metadata
* [register_dataset_masks.py](https://github.com/allegroai/clearml/blob/master/examples/hyperdatasets/data-registration/register_dataset_masks.py) - Demonstrates
* [register_dataset_masks.py](https://github.com/clearml/clearml/blob/master/examples/hyperdatasets/data-registration/register_dataset_masks.py) - Demonstrates
creating a new DatasetVersion and adding to it frames containing masks. This example also demonstrates the
DatasetVersion-level [pixel segmentation masks](masks.md#pixel-segmentation-masks).
@@ -16,8 +16,8 @@ After executing either of these scripts, you can view your DatasetVersion conten
## Using your Data
### Dataviews
The [dataview_example_framegroup.py](https://github.com/allegroai/clearml/blob/master/examples/hyperdatasets/data-ingestion/dataview_example_framegroup.py)
and [dataview_example_singleframe.py](https://github.com/allegroai/clearml/blob/master/examples/hyperdatasets/data-ingestion/dataview_example_singleframe.py)
The [dataview_example_framegroup.py](https://github.com/clearml/clearml/blob/master/examples/hyperdatasets/data-ingestion/dataview_example_framegroup.py)
and [dataview_example_singleframe.py](https://github.com/clearml/clearml/blob/master/examples/hyperdatasets/data-ingestion/dataview_example_singleframe.py)
examples demonstrate how to use a [DataView](dataviews.md) to retrieve your data as SingleFrames and FrameGroups as
part of a running task. This is done by creating a DataView query and then retrieving the corresponding frames.
@@ -25,9 +25,9 @@ DataView details are displayed in the UI in a task's **DATAVIEWS** tab.
### Data Ingestion
The [pytorch_dataset_example.py](https://github.com/allegroai/clearml/blob/master/examples/hyperdatasets/data-ingestion/pytorch_dataset_example.py)
The [pytorch_dataset_example.py](https://github.com/clearml/clearml/blob/master/examples/hyperdatasets/data-ingestion/pytorch_dataset_example.py)
example demonstrates how to feed your DataViews to an ML framework by creating a DataView query and wrapping it as a
PyTorch Dataset.
The [pytorch_dataset_example_with_masks.py](https://github.com/allegroai/clearml/blob/master/examples/hyperdatasets/data-ingestion/pytorch_dataset_example_with_masks.py)
The [pytorch_dataset_example_with_masks.py](https://github.com/clearml/clearml/blob/master/examples/hyperdatasets/data-ingestion/pytorch_dataset_example_with_masks.py)
example demonstrates the additional actions required when your frames contain masks.