Datasets:
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README.md
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@@ -23,31 +23,9 @@ This dataset contains curated images with an oil canvas painting style, specific
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- The [BLIP-2 model](https://huggingface.co/blog/blip-2) was used to generate detailed image captions.
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- Captions include style, visual elements, and thematic descriptions to enhance model learning.
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## π Dataset Structure
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The dataset is organized in a tabular format as shown below:
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| image | text |
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|-------------------|----------------------------------------------|
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| impressionism_3.jpg | a woman sitting in the grass |
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| impressionism_14.jpg | a woman sitting in front of a bird |
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| impressionism_22.jpg | a house with trees and a tree |
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| impressionism_25.jpg | a bridge over a river with a tower in the back... |
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| impressionism_40.jpg | flowers and a fan on a table |
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The dataset is stored as image files along with a `.csv` or `.json` file containing the captions:
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```
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βββ images/
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β βββ impressionism_3.jpg
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β βββ impressionism_14.jpg
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β βββ impressionism_22.jpg
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β βββ ...
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βββ captions.csv (or captions.json)
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```
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- `images/`: Directory containing all Impressionism style images.
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- `captions.csv`: A CSV file with columns `image` and `text`, linking each image to its caption.
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## π― Data Fields
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- **Image:** Oil canvas style image file (
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- **Caption:** Textual description generated by BLIP-2.
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## π Data Collection Process
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- The [BLIP-2 model](https://huggingface.co/blog/blip-2) was used to generate detailed image captions.
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- Captions include style, visual elements, and thematic descriptions to enhance model learning.
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## π― Data Fields
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- **Image:** Oil canvas style image file (JPG).
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- **Caption:** Textual description generated by BLIP-2.
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## π Data Collection Process
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