Datasets:
neverbiasu
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README.md
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size_categories:
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---
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## Dataset Format
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- **File Type:** .png
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## Data Sources
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1. **Online Collection:** Images collected from public datasets such as Kaggle and Huggingface.
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2. **Offline Collection:** Hand-drawn sketches by seven-year-old children, gathered through school visits and other offline activities.
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## Data Acquisition
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- Team members downloaded and collected images from online datasets.
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- Offline data was collected by visiting schools and gathering hand-drawn sketches from children.
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## Dataset Characteristics
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1. **Diverse Artistic Styles:** The style dataset includes works inspired by famous artists such as Van Gogh and Monet, as well as various art movements like Impressionism, Cubism, and Abstract art.
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2. **High Image Quality:** All images are of high resolution and clarity.
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3. **Variety of Image Types:** The dataset covers a wide range of subjects, including portraits and landscapes, supporting diverse creative scenarios.
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4. **Custom Style Samples:** To enable user-defined style generation, the dataset includes a rich collection of style samples.
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## Dataset Scale
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- **Style Datasets:** Includes oil painting, colored pencil, and crayon datasets, each with 150 images.
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- **Sketch Datasets:** Includes digital sketch and pencil sketch datasets, each with 100 - 200 images.
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## Data Sources
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- [Kaggle: Real AI Art Dataset](https://www.kaggle.com/datasets/ravidussilva/real-ai-art) (for style datasets except colored pencil and crayon)
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- Colored pencil and crayon images were collected from various online sources.
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