Creating and Sharing Your Own Datasets
Last updated July 1, 2024
Introduction: Public datasets available on Hugging Face cover a wide range of applications, from natural language processing to computer vision. This guide will help you explore and use these datasets effectively for your machine learning projects.
Steps:
- Accessing Public Datasets
- Visit the Datasets Hub: Navigate to the Hugging Face Datasets Hub to explore available datasets.
- Search and Filter: Use the search bar and filters to find datasets relevant to your task, such as text classification, image recognition, or audio processing.
- Loading a Dataset
- Install the Datasets Library:
pip install datasets Load a Dataset in Python from datasets import load_dataset dataset = load_dataset('dataset_name') 3.Exploring Dataset Content View Dataset Structure print(dataset) Accessing Specific Splits train_dataset = dataset['train'] print(train_dataset[0])
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