Eunju2834/LoRA_oilcanvas_style
Text-to-Image
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Updated
Datasets:
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stringlengths 12
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impressionism_3.jpg | a woman sitting in the grass |
impressionism_14.jpg | a woman sitting in front of a bird |
impressionism_22.jpg | a house with trees and a tree |
impressionism_25.jpg | a bridge over a river with a tower in the background |
impressionism_40.jpg | flowers and a fan on a table |
impressionism_43.jpg | people on the beach with water and clouds |
impressionism_44.jpg | strawberries on a table |
impressionism_53.jpg | a man in a sailboat on the ocean |
impressionism_57.jpg | a hillside with trees and houses |
impressionism_67.jpg | a woman wearing a hat |
impressionism_71.jpg | the sun setting over the river |
impressionism_74.jpg | a man in a suit and hat |
impressionism_75.jpg | a man with a beard and a blue bow tie |
impressionism_76.jpg | a street with a tree in the foreground |
impressionism_77.jpg | a farm with trees and a road |
impressionism_78.jpg | a field with a house in the distance |
impressionism_79.jpg | a large park with people walking around |
impressionism_81.jpg | two women in a boat on a river |
impressionism_84.jpg | roses in a vase on a table |
impressionism_85.jpg | a river with houses on the shore |
impressionism_86.jpg | a building with columns and columns |
impressionism_89.jpg | a nude woman laying on her back |
impressionism_90.jpg | three people standing in a field |
impressionism_92.jpg | two cows grazing in a field |
impressionism_94.jpg | a beach with a blue sky and a hill in the background |
impressionism_96.jpg | people in a market with flowers |
impressionism_97.jpg | trees in a park with a house in the background |
impressionism_116.jpg | a rocky cliff with a tree on it |
impressionism_119.jpg | boats in the water with buildings in the background |
impressionism_122.jpg | a town in the snow |
impressionism_126.jpg | a river and houses by the water |
impressionism_134.jpg | boats on the ocean with rocks in the background |
impressionism_141.jpg | the beach at etretat |
impressionism_143.jpg | a building with trees and bushes |
impressionism_148.jpg | people in boats on the river |
impressionism_151.jpg | a mountain range with trees and snow |
impressionism_155.jpg | people walking down a street with horses and carriages |
impressionism_157.jpg | rocks and water near the ocean |
impressionism_160.jpg | people in a field with a horse |
impressionism_161.jpg | a dirt road in a field |
impressionism_172.jpg | a woman in red dress holding a broom |
impressionism_177.jpg | a naked woman sitting on the floor |
impressionism_178.jpg | people working in a field with barrels |
impressionism_182.jpg | flowers in a field |
impressionism_185.jpg | two women sitting under an apple tree |
impressionism_186.jpg | a nude woman sitting on a cliff |
impressionism_188.jpg | two women holding hats and a bird |
impressionism_195.jpg | a nude woman sitting on a blanket |
impressionism_198.jpg | a bridge with people on it |
impressionism_216.jpg | water lilies in a pond |
impressionism_220.jpg | a road with trees and houses |
impressionism_228.jpg | a path in a garden with flowers |
impressionism_241.jpg | a building on a hill by the water |
impressionism_242.jpg | a canal in venice |
impressionism_244.jpg | a man sitting at a desk in front of a painting |
impressionism_246.jpg | a woman sitting in a rocking chair by the ocean |
impressionism_252.jpg | a river in the mountains |
impressionism_253.jpg | two nude women washing in the water |
impressionism_255.jpg | two women brushing their hair |
impressionism_261.jpg | a woman and her sheep in the woods |
impressionism_264.jpg | a village in the snow |
impressionism_265.jpg | people sitting in the grass |
impressionism_266.jpg | a beach with boats and buildings |
impressionism_267.jpg | a hill with a castle on it |
impressionism_269.jpg | a nude woman in the water |
impressionism_277.jpg | a beach with a lighthouse in the background |
impressionism_279.jpg | the cliffs and the ocean |
impressionism_281.jpg | people sitting under a tree in front of a house |
impressionism_284.jpg | a bridge over the river with sailboats |
impressionism_288.jpg | a woman holding a brush |
impressionism_289.jpg | a young girl with a cup and saucer |
impressionism_290.jpg | water lilies in a pond |
impressionism_296.jpg | rocks and water near the ocean |
impressionism_307.jpg | three boats on the beach |
impressionism_309.jpg | a woman reading a book |
impressionism_318.jpg | horses and jockeys in a field |
impressionism_320.jpg | flowers in a vase on a table |
impressionism_321.jpg | people in canoes on a river |
impressionism_327.jpg | people in a field with a house |
impressionism_328.jpg | a woman in a garden with flowers |
impressionism_344.jpg | a woman sitting under an apple tree |
impressionism_346.jpg | a forest with trees and grass |
impressionism_356.jpg | a man's face with a pencil drawing of his head |
impressionism_360.jpg | people walking down a street with flags |
impressionism_367.jpg | three women in a field |
impressionism_368.jpg | a woman with a flower in her hair |
impressionism_370.jpg | a nude woman laying on a blanket |
impressionism_374.jpg | two women sitting on a bench |
impressionism_380.jpg | a tree in the field |
impressionism_382.jpg | a boat on the water with a church in the background |
impressionism_387.jpg | a mountain with a city in the background |
impressionism_391.jpg | people at a table with flowers |
impressionism_393.jpg | a gondola in front of a church |
impressionism_395.jpg | water lilies in the water |
impressionism_396.jpg | a woman with red hair |
impressionism_400.jpg | a woman in yellow dress holding an umbrella |
impressionism_408.jpg | gondolas in the water near a building |
impressionism_409.jpg | the ocean with mountains in the background |
impressionism_411.jpg | three women dancing in the field |
impressionism_413.jpg | flowers in a garden with a house in the background |
End of preview. Expand
in Data Studio
🎨 OilCanvas Impressionism Style Dataset
📄 Dataset Description
This dataset contains curated images with an oil canvas painting style, specifically focusing on the Impressionism genre. The dataset was custom-built for fine-tuning text-to-image models using Low-Rank Adaptation (LoRA) techniques, with a primary goal of generating vibrant, brushstroke-rich images in a joyful and community-focused theme.
- Source: Kaggle - Oil Painting Images
- File Format: JPG
🛠️ Dataset Creation
- Data Collection: The initial dataset was collected from Kaggle, focusing on oil painting images.
- Data Filtering: Only images within the "Impressionism" genre were selected to match the target style.
- Caption Generation:
- The BLIP-2 model was used to generate detailed image captions.
- Captions include style, visual elements, and thematic descriptions to enhance model learning.
🎯 Data Fields
- Image: Oil canvas style image file (JPG).
- Caption: Textual description generated by BLIP-2.
🔍 Data Collection Process
- The dataset was sourced from Kaggle.
- Only "Impressionism" genre images were selected.
- BLIP-2 was used for automated captioning, enhancing the dataset's utility for text-to-image tasks.
📝 Annotation Process
- Automatic captioning using the BLIP-2 model.
- The captioning model was configured with default parameters as described in the official guide.
⚠️ Limitations and Biases
- The dataset is primarily limited to the Impressionism style and may not generalize well to other artistic genres.
- Generated captions are dependent on BLIP-2's interpretative quality, which may introduce biases or inaccuracies.
🚀 Usage
from datasets import load_dataset
dataset = load_dataset("Eunju2834/oil_impressionism_style")
# Example usage
for sample in dataset['train']:
image = sample['image']
caption = sample['text']
print(caption)
📜 License
This dataset is licensed under the CreativeML Open RAIL-M license. Please ensure compliance with the license terms when using this dataset.
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