Eunju2834/LoRA_oilcanvas_style
Text-to-Image
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impressionism_3.jpg
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a woman sitting in the grass
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impressionism_14.jpg
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a woman sitting in front of a bird
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impressionism_22.jpg
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a house with trees and a tree
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impressionism_25.jpg
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a bridge over a river with a tower in the background
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impressionism_40.jpg
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flowers and a fan on a table
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impressionism_43.jpg
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people on the beach with water and clouds
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impressionism_44.jpg
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strawberries on a table
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impressionism_53.jpg
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a man in a sailboat on the ocean
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impressionism_57.jpg
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a hillside with trees and houses
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impressionism_67.jpg
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a woman wearing a hat
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impressionism_71.jpg
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the sun setting over the river
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impressionism_74.jpg
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a man in a suit and hat
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impressionism_75.jpg
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a man with a beard and a blue bow tie
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impressionism_76.jpg
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a street with a tree in the foreground
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impressionism_77.jpg
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a farm with trees and a road
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impressionism_78.jpg
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a field with a house in the distance
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impressionism_79.jpg
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a large park with people walking around
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impressionism_81.jpg
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two women in a boat on a river
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impressionism_84.jpg
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roses in a vase on a table
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impressionism_85.jpg
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a river with houses on the shore
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impressionism_86.jpg
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a building with columns and columns
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impressionism_89.jpg
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a nude woman laying on her back
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impressionism_90.jpg
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three people standing in a field
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impressionism_92.jpg
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two cows grazing in a field
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impressionism_94.jpg
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a beach with a blue sky and a hill in the background
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impressionism_96.jpg
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people in a market with flowers
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impressionism_97.jpg
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trees in a park with a house in the background
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impressionism_116.jpg
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a rocky cliff with a tree on it
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impressionism_119.jpg
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boats in the water with buildings in the background
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impressionism_122.jpg
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a town in the snow
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impressionism_126.jpg
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a river and houses by the water
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impressionism_134.jpg
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boats on the ocean with rocks in the background
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impressionism_141.jpg
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the beach at etretat
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impressionism_143.jpg
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a building with trees and bushes
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impressionism_148.jpg
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people in boats on the river
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impressionism_151.jpg
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a mountain range with trees and snow
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impressionism_155.jpg
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people walking down a street with horses and carriages
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impressionism_157.jpg
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rocks and water near the ocean
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impressionism_160.jpg
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people in a field with a horse
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impressionism_161.jpg
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a dirt road in a field
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impressionism_172.jpg
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a woman in red dress holding a broom
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impressionism_177.jpg
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a naked woman sitting on the floor
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impressionism_178.jpg
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people working in a field with barrels
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impressionism_182.jpg
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flowers in a field
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impressionism_185.jpg
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two women sitting under an apple tree
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impressionism_186.jpg
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a nude woman sitting on a cliff
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impressionism_188.jpg
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two women holding hats and a bird
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impressionism_195.jpg
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a nude woman sitting on a blanket
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impressionism_198.jpg
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a bridge with people on it
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impressionism_216.jpg
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water lilies in a pond
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impressionism_220.jpg
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a road with trees and houses
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impressionism_228.jpg
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a path in a garden with flowers
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impressionism_241.jpg
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a building on a hill by the water
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impressionism_242.jpg
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a canal in venice
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impressionism_244.jpg
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a man sitting at a desk in front of a painting
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impressionism_246.jpg
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a woman sitting in a rocking chair by the ocean
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impressionism_252.jpg
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a river in the mountains
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impressionism_253.jpg
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two nude women washing in the water
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impressionism_255.jpg
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two women brushing their hair
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impressionism_261.jpg
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a woman and her sheep in the woods
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impressionism_264.jpg
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a village in the snow
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impressionism_265.jpg
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people sitting in the grass
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impressionism_266.jpg
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a beach with boats and buildings
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impressionism_267.jpg
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a hill with a castle on it
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impressionism_269.jpg
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a nude woman in the water
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impressionism_277.jpg
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a beach with a lighthouse in the background
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impressionism_279.jpg
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the cliffs and the ocean
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impressionism_281.jpg
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people sitting under a tree in front of a house
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impressionism_284.jpg
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a bridge over the river with sailboats
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impressionism_288.jpg
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a woman holding a brush
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impressionism_289.jpg
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a young girl with a cup and saucer
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impressionism_290.jpg
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water lilies in a pond
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impressionism_296.jpg
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rocks and water near the ocean
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impressionism_307.jpg
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three boats on the beach
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impressionism_309.jpg
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a woman reading a book
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impressionism_318.jpg
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horses and jockeys in a field
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impressionism_320.jpg
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flowers in a vase on a table
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impressionism_321.jpg
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people in canoes on a river
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impressionism_327.jpg
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people in a field with a house
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impressionism_328.jpg
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a woman in a garden with flowers
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impressionism_344.jpg
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a woman sitting under an apple tree
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impressionism_346.jpg
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a forest with trees and grass
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impressionism_356.jpg
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a man's face with a pencil drawing of his head
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impressionism_360.jpg
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people walking down a street with flags
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impressionism_367.jpg
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three women in a field
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impressionism_368.jpg
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a woman with a flower in her hair
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impressionism_370.jpg
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a nude woman laying on a blanket
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impressionism_374.jpg
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two women sitting on a bench
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impressionism_380.jpg
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a tree in the field
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impressionism_382.jpg
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a boat on the water with a church in the background
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impressionism_387.jpg
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a mountain with a city in the background
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impressionism_391.jpg
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people at a table with flowers
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impressionism_393.jpg
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a gondola in front of a church
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impressionism_395.jpg
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water lilies in the water
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impressionism_396.jpg
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a woman with red hair
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impressionism_400.jpg
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a woman in yellow dress holding an umbrella
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impressionism_408.jpg
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gondolas in the water near a building
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impressionism_409.jpg
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the ocean with mountains in the background
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impressionism_411.jpg
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three women dancing in the field
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impressionism_413.jpg
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flowers in a garden with a house in the background
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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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Models trained or fine-tuned on Eunju2834/oil_impressionism_style