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@@ -243,17 +243,6 @@ Users should be aware that:
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  If you use this dataset in your research or educational projects, please acknowledge its educational purpose and the demonstration of transfer learning techniques with VGG16 and FiftyOne.
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- **Usage Context:**
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- ```python
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- # Example educational usage
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- import fiftyone as fo
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- from fiftyone.utils.huggingface import load_from_hub
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-
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- # Load for learning transfer learning concepts
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- dataset = load_from_hub("andandandand/bo_or_not")
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- session = fo.launch_app(dataset)
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- ```
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-
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  ## More Information
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  This dataset is part of practical computer vision educational materials demonstrating:
 
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  If you use this dataset in your research or educational projects, please acknowledge its educational purpose and the demonstration of transfer learning techniques with VGG16 and FiftyOne.
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  ## More Information
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  This dataset is part of practical computer vision educational materials demonstrating: