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999
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169
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An impressionist painting depicts a wide, sandy beach under a cloudy sky, with figures scattered along the shore, rendered with loose, visible brushstrokes in muted tones of blue, brown, and white, creating a tranquil and airy atmosphere.
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An impressionist painting depicting a dense forest scene with tall, slender trees dominating the foreground, their branches reaching towards a sky glimpsed through the canopy, the color palette is dominated by shades of green, yellow, and brown, with touches of blue in the sky, rendered with visible, textured brushstrokes that create a sense of depth and dappled light, evoking a tranquil and slightly mysterious atmosphere.
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An impressionist painting depicting a serene river scene at sunrise, featuring soft pink and blue hues in the sky and water, with a hazy silhouette of a town in the background, loose brushstrokes capturing the reflections of the rising sun on the water's surface, and a tranquil, misty atmosphere.
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An impressionist painting depicts a rural landscape with a winding dirt path leading towards a gentle green hillside dotted with trees and small buildings, rendered with loose, visible brushstrokes and a muted palette of greens, browns, and creams under a cloudy sky, creating a peaceful and serene atmosphere.
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An impressionist painting depicting a landscape under heavy rain, featuring a field of green and brown vegetation in the foreground, a distant horizon with faint buildings, and a sky filled with streaks of gray and white suggesting falling rain, all rendered with visible, loose brushstrokes to create a somber and atmospheric mood.
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An impressionist painting depicts a brown cow grazing in a green field, with a line of trees in the background under a pale sky, rendered with visible, textured brushstrokes and a muted, earthy color palette, creating a tranquil and pastoral atmosphere.
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An impressionist painting depicts a serene coastal landscape with a vast blue sky, a wide sandy beach in the foreground, a strip of green and blue representing the sea, and a distant coastline with hints of buildings and vegetation, rendered with soft, blended brushstrokes and a muted color palette, creating a tranquil and atmospheric mood.
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An impressionist painting depicts a landscape with bare trees in the foreground casting long shadows across a grassy field, with houses visible in the background under a pale blue sky, rendered with visible brushstrokes and a muted color palette creating a tranquil and slightly melancholic atmosphere.
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An impressionist painting of a rocky coastline with a large, textured rock formation dominating the foreground, rendered with loose, cross-hatched brushstrokes in shades of green, blue, and beige, the sea visible in the background with a distant structure, creating a serene and slightly hazy atmosphere.
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An impressionist painting depicting a serene landscape with a village nestled among rolling hills and trees, a river flowing in the foreground, rendered with loose, expressive brushstrokes and a palette of blues, greens, and earth tones, conveying a peaceful and airy atmosphere under a partly cloudy sky.
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An impressionist painting depicts a rocky shoreline with ochre and brown hues in the foreground, transitioning to a turquoise and blue sea dotted with sailboats under a cloudy sky, rendered with visible, textured brushstrokes to evoke a serene and slightly overcast atmosphere.
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An impressionist painting depicts a coastal scene with a towering cliff face on the right, a sandy beach on the left, and the ocean in the middle ground, rendered with visible, textured brushstrokes in hues of brown, green, yellow, and blue, creating a serene and atmospheric mood under a cloudy sky.
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An impressionist painting depicts a majestic mountain range rendered in soft, muted tones of lavender, beige, and white, with loose, visible brushstrokes creating a hazy, atmospheric perspective and a solitary pine tree in the foreground adding depth to the serene landscape.
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An impressionist painting depicts a rural landscape with a dirt path winding through golden wheat fields under a pale blue sky dotted with soft white clouds, rendered with visible, textured brushstrokes and a muted, natural color palette, evoking a serene and peaceful atmosphere.
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An impressionist painting depicts a rural road lined with bare trees and houses, rendered with short, broken brushstrokes in muted browns, grays, and greens, creating a hazy, overcast atmosphere with a figure walking along the road and a horse-drawn carriage in the distance.
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An impressionist painting of a flower-lined path leading to a building or archway, with vibrant colors including reds, purples, yellows, and greens, rendered with loose, visible brushstrokes, creating a dappled light effect and a serene, garden atmosphere.
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An impressionist painting depicts a weathered stone structure on a hillside overlooking a body of water, rendered with loose, visible brushstrokes in muted tones of blue, brown, and green, creating a tranquil and slightly hazy atmosphere under a bright sky.
6
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An impressionist painting depicts a woman seated in a wooden chair on a patio overlooking the ocean, surrounded by lush greenery and flowers, with dappled sunlight and loose brushstrokes creating a serene and contemplative atmosphere, dominated by blues, greens, and whites.
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This is an impressionist painting depicting a river flowing between hills, characterized by visible brushstrokes, a palette of blues, browns, and greens, and a tranquil, slightly muted atmosphere, with a large dark rock formation on the left side of the frame.
4
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An impressionist painting depicts a sun-drenched landscape with olive trees, two children standing amidst a herd of dark pigs, rendered with loose, textured brushstrokes in shades of green, brown, and gold, creating a warm and rustic atmosphere.
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An impressionist painting depicts a sun-drenched landscape with loosely painted trees and foliage in shades of green, yellow, and brown, featuring two figures in the middle ground, all rendered with visible, textured brushstrokes and a soft, hazy atmosphere.
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An impressionist painting depicts a coastal scene with a path leading down to the beach, boats resting on the shore and sailing on the water, a building with a steeple atop a grassy hill, rendered with loose, visible brushstrokes and a muted palette of grays, browns, and greens, conveying a somber and overcast atmosphere.
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An impressionist painting depicts a grassy hillside under a cloudy sky, with loose, visible brushstrokes creating texture and movement, the dominant colors being muted greens, yellows, and grays, and a figure standing on the hill overlooking a distant town and body of water, conveying a serene and contemplative mood.
4
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An impressionist painting of a coastal landscape featuring a rocky shoreline with cliffs, a calm sea with subtle reflections, and a cloudy sky, rendered with visible, textured brushstrokes in muted tones of blue, green, and brown, creating a serene and atmospheric mood.
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An impressionist painting depicts a coastal landscape with a grassy cliff overlooking a turquoise sea, distant hills fading into a hazy sky, rendered with loose, textured brushstrokes and a soft, diffused light, creating a serene and tranquil atmosphere.
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An impressionist painting depicts a blue steel bridge supported by white pillars spanning a river, with a sailboat on the water to the left and lush green foliage on the right, rendered with short, broken brushstrokes and a soft, diffused light, creating a tranquil and serene atmosphere.
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An impressionist painting depicts a serene orchard with blossoming trees rendered in soft blues, greens, and whites, using short, broken brushstrokes to capture the dappled light filtering through the branches, with a figure seated in the foreground amidst the lush green grass, creating a peaceful and contemplative atmosphere.
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An impressionist painting of a forest scene with slender white birch trees arranged in a dense composition, featuring vibrant green and yellow foliage, loose and textured brushstrokes conveying a sense of movement and light filtering through the trees, creating a peaceful and natural atmosphere.
3
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An impressionist painting depicting a dense forest scene, dominated by lush green foliage and dappled sunlight filtering through the trees, created with thick, visible brushstrokes to evoke a sense of depth and tranquility.
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An impressionist painting depicts a snow-capped mountain range under a cloudy sky, with a city or landscape rendered in textured blue and brown brushstrokes in the foreground, creating a serene and slightly melancholic atmosphere.
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An impressionist painting depicts a vibrant garden scene with a white house in the background, featuring a profusion of red, yellow, and white flowers rendered with loose, visible brushstrokes, bathed in soft, diffused light under a cloudy sky, creating a peaceful and serene atmosphere.
4
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31
An impressionist painting depicts a forest scene in autumn, with tall, slender trees dominating the composition, their branches adorned with fading yellow and brown leaves, moss-covered rocks scattered in the foreground, two figures and a cow subtly placed within the trees, rendered with short, broken brushstrokes and a muted color palette, creating a tranquil and slightly melancholic atmosphere.
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An impressionist painting depicts a serene landscape with a river reflecting the golden sky, cows wading in the water near the riverbank, two figures in traditional clothing observing the scene, and trees with autumn foliage rendered with loose, textured brushstrokes, creating a peaceful and nostalgic atmosphere.
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An impressionist painting depicts a rustic cottage with a thatched roof, surrounded by lush green grass and trees, a cow grazes in the foreground, rendered with short, broken brushstrokes and a palette of earthy browns, greens, and muted blues, creating a peaceful and idyllic atmosphere.
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An impressionist painting of a vibrant green meadow dotted with small trees and wildflowers, leading to a distant treeline and houses under a bright, slightly cloudy sky, rendered with short, broken brushstrokes and a light, airy atmosphere.
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An impressionist painting depicts a vibrant green field with scattered trees, figures with parasols, and a distant train emitting smoke, rendered with loose, visible brushstrokes and a bright, sunlit atmosphere.
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An impressionist painting of a misty landscape featuring a calm body of water reflecting the soft light, with a large tree on the left and distant hills and trees in the background, rendered with loose, visible brushstrokes in shades of blue, green, and white, creating a serene and ethereal atmosphere.
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An impressionist painting depicts a town nestled against a hillside under a cloudy sky, featuring rooftops and a distant tower rendered with loose, visible brushstrokes, the dominant colors being muted greens, browns, and blues, creating a somber and atmospheric mood.
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An impressionist painting depicting a tranquil river scene with dark, silhouetted trees framing the composition, the water reflecting the soft, golden light of the sky, rendered with loose, visible brushstrokes to create a hazy and atmospheric mood.
4
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An impressionist painting depicts a coastal scene with a sandy beach in the foreground, a rocky cliff extending into the sea, and a cloudy sky above, rendered with loose, visible brushstrokes and a palette of muted browns, yellows, and grays, creating a somber and atmospheric mood.
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An impressionist painting of a landscape featuring tall, dark green trees clustered together, contrasted by a lighter green field in the foreground, with visible brushstrokes and a muted color palette creating a tranquil and slightly overcast atmosphere.
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An impressionist painting depicting a serene river landscape at sunset, featuring slender trees with golden foliage along the bank, a small boat resting near the shore, and soft, diffused light creating a tranquil and hazy atmosphere with loose, textured brushwork in muted tones of blue, yellow, and brown.
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An impressionist painting depicting two haystacks in a snowy field under a pale orange sky, rendered with visible, textured brushstrokes and a cool, muted color palette of blues, browns, and whites, capturing a serene and tranquil winter atmosphere.
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An impressionist painting depicting a row of tall, slender trees with autumn foliage in shades of orange, yellow, and green, reflected in the water below, using short, broken brushstrokes to capture the light and create a serene, atmospheric mood.
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An impressionist painting depicts a sun-drenched orchard with blossoming trees in the foreground, rendered with short, broken brushstrokes of green, white, and brown, while two figures stand amidst the tall grass, bathed in soft, diffused light, creating a peaceful and serene atmosphere.
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An impressionist painting depicts a sun-drenched landscape with a figure in blue walking along a path lined with trees in hues of gold and green, rendered with short, broken brushstrokes that capture the shimmering light and create a hazy, dreamlike atmosphere under a sky with scattered clouds.
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An impressionist painting depicts a rural landscape at sunset, featuring a field of green and yellow hues with a prominent tree in the foreground, a distant treeline and church spire silhouetted against a warm, orange and pink sky, rendered with visible, textured brushstrokes to create a soft, atmospheric mood.
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An impressionist painting depicts a weathered building overgrown with greenery reflected in a calm body of water, with a small boat and figure in the foreground, rendered with loose, visible brushstrokes and a muted palette of browns, greens, and grays, creating a somber and reflective atmosphere.
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An impressionist painting depicts a calm harbor scene with a sailboat featuring a red and yellow sail prominently positioned in the foreground, its reflection shimmering on the water, while other boats and a distant building are softly rendered in the background under a hazy, overcast sky, using delicate brushstrokes and a muted color palette to evoke a serene and tranquil atmosphere.
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An impressionist painting of a rural landscape featuring a dirt road winding through fields of green and brown, a distant village with red-roofed buildings under a cloudy sky with hues of blue, pink, and yellow, rendered with short, broken brushstrokes and a soft, diffused light, creating a peaceful and serene atmosphere.
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An impressionist painting depicts a rugged coastline with a prominent cliff face in the foreground, rendered with visible, textured brushstrokes in shades of brown, gold, and purple, while the sea and sky blend in soft, muted tones of blue and gray, creating a hazy, atmospheric mood.
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An impressionist painting depicts a landscape with a row of small trees in the foreground, a field of golden and brown hues, and a dense forest in the background rendered with short, broken brushstrokes in shades of blue, orange, and yellow, creating a hazy and tranquil atmosphere under a muted sky.
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An impressionist painting depicting a tranquil river scene with lush, dark blue-green trees framing the composition, their reflections shimmering in the water, rendered with loose, visible brushstrokes and a soft, diffused light creating a serene and atmospheric mood.
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An impressionist painting depicting several boats, including a large overturned hull in the foreground, resting on a sandy shore near calm water, with larger sailing vessels visible in the distance under a cloudy blue sky, rendered with loose, visible brushstrokes and a muted color palette, creating a tranquil and slightly melancholic atmosphere.
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An impressionist painting depicts a tranquil waterside scene with buildings lining the shore, bare trees reaching towards a cloudy sky, and small boats resting on the water's edge, rendered with short, broken brushstrokes in muted tones of blue, gray, and green, creating a soft and atmospheric mood.
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An impressionist painting depicting a river scene under a cloudy sky, with a small boat in the foreground, a town with a church tower visible on the distant shore, and loose, textured brushstrokes conveying a sense of movement and atmospheric perspective, dominated by cool tones of blue, green, and gray.
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An impressionist painting of a snow-covered village street with buildings lining the left side, bare trees scattered throughout the scene, and a cloudy sky above, rendered with loose, visible brushstrokes in shades of white, blue, brown, and gray, creating a cold and serene winter atmosphere.
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An impressionist painting depicts a rural village scene with stone buildings, a group of figures gathered near a wall, and a woman walking in the distance, rendered with loose, visible brushstrokes and a palette of earthy browns, greens, and muted blues under a cloudy sky, creating a tranquil and timeless atmosphere.
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This is an impressionist painting depicting a landscape with a field in the foreground, trees and a small building in the midground, and distant hills under a cloudy sky, rendered with loose, visible brushstrokes and a palette of greens, browns, and muted blues, creating a tranquil and slightly melancholic atmosphere.
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An impressionist painting depicts a dense forest scene with tall, slender trees dominating the composition, rendered with loose, visible brushstrokes in shades of brown, green, and ochre, creating a dappled light effect and a sense of depth and tranquility.
11
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60
An impressionist painting depicts a river landscape at sunset, featuring a foreground of lush green foliage with scattered white and red flowers, a river reflecting the warm golden light of the sky, and a distant industrial skyline with smokestacks, all rendered with loose, visible brushstrokes creating a hazy and atmospheric mood.
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61
An impressionist painting depicts a rural landscape with a prominent windmill to the left, a small white house with a red-tiled roof to the right, and lush green vegetation in the foreground, rendered with visible, textured brushstrokes and a soft, diffused light, creating a peaceful and serene atmosphere.
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An impressionist painting depicts a rural landscape with houses nestled among trees under a blue sky with scattered clouds, rendered with short, broken brushstrokes in shades of green, brown, and blue, creating a hazy and tranquil atmosphere.
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An impressionist painting depicts a serene winter landscape with a river reflecting the soft, diffused light and bare trees on the opposite bank, rendered in muted tones of blue, gray, and lavender with visible, textured brushstrokes creating a hazy and tranquil atmosphere.
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An impressionist painting depicting a river flowing through a landscape with a dark, densely wooded hillside in the background, and a small cluster of buildings with red roofs near the riverbank, rendered with visible, textured brushstrokes and a cool, muted color palette dominated by blues, greens, and browns, creating a tranquil and somewhat somber atmosphere.
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An impressionist painting depicts a tranquil rural scene with a winding stream in the foreground reflecting the sky, flanked by grassy banks and a path leading to a cluster of houses nestled on a gentle hill, rendered with short, broken brushstrokes in shades of green, blue, brown, and white, creating a soft, diffused light and a peaceful atmosphere.
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An impressionist painting of a white house illuminated by warm yellow light emanating from its windows, set against a deep blue night sky with a few visible stars, surrounded by trees and a fence, rendered with short, textured brushstrokes to create a dreamlike and tranquil atmosphere.
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An impressionist painting depicting a turbulent seascape with crashing waves against a rocky cliff, rendered with short, broken brushstrokes in shades of blue, white, and brown, conveying a sense of dynamic energy and a cool, overcast atmosphere.
4
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An impressionist painting depicts a serene landscape with a grassy field in the foreground, framed by trees on either side, leading to a distant house under a cloudy sky, rendered with soft, blended brushstrokes and a muted palette of greens, yellows, and grays, creating a tranquil and slightly melancholic atmosphere.
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An impressionist painting depicting a snow-covered cityscape with a prominent cathedral rendered in shades of white, blue, and gray, using short, broken brushstrokes to capture the diffused light and cold, wintry atmosphere, with a few figures scattered in the foreground adding a sense of scale.
3
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An impressionist painting of a river flowing through a canyon at sunset, featuring loose, visible brushstrokes, a warm color palette of oranges, reds, and browns, and a soft, diffused light creating a tranquil and atmospheric mood.
4
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71
An impressionist painting depicts a landscape of rolling hills with patches of green grass and sandy terrain under a cloudy sky, featuring a cluster of houses with red roofs nestled among trees in the distance, rendered with visible, textured brushstrokes and a muted color palette of yellows, greens, and blues, creating a serene and pastoral atmosphere.
2
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72
An impressionist painting depicting a rural landscape with a large, vertical rock formation on the left and a rounded hill on the right, rendered with loose, textured brushstrokes in shades of yellow, green, and brown, under a pale blue sky with soft, diffused light creating a hazy and tranquil atmosphere.
5
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73
An impressionist painting depicts a tranquil river scene with buildings and trees lining the banks, rendered in soft, muted colors with visible brushstrokes, capturing a serene and peaceful atmosphere under a bright sky.
4
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74
An impressionist painting depicts a serene landscape with a winding dirt path leading towards a cluster of trees with blue-green foliage, rendered with short, broken brushstrokes, under a soft, diffused light, creating a peaceful and hazy atmosphere.
17
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75
An impressionist painting of a rural landscape featuring a woman walking along a path through a grassy field dotted with trees, cows grazing in the background, and a village visible in the distance under a cloudy sky, rendered with short, broken brushstrokes and a palette of greens, yellows, browns, and muted blues, creating a tranquil and slightly melancholic atmosphere.
2
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76
An impressionist painting of a river landscape with trees and foliage in the foreground, a blue river flowing towards a distant town with a church steeple, the scene rendered with loose, visible brushstrokes and a palette of blues, greens, oranges, and yellows, creating a bright and airy atmosphere.
17
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77
An impressionist painting depicting a sun-drenched country road leading towards a distant village nestled against a hillside, characterized by vibrant oranges, blues, and greens, with loose, visible brushstrokes capturing the fleeting effects of light and creating a serene, atmospheric mood.
4
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78
An impressionist painting depicts a serene riverside landscape with a figure holding a white parasol seated amidst lush green foliage, the scene rendered with soft, blended brushstrokes and a palette of blues, greens, and yellows, creating a tranquil and airy atmosphere under a partly cloudy sky.
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79
An impressionist painting depicts a sun-drenched landscape with a winding path leading towards a distant village nestled against a hillside, characterized by loose, visible brushstrokes, a palette of soft blues, greens, yellows, and pinks, and an overall atmosphere of serene tranquility under a pale blue sky.
4
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80
An impressionist painting of a vibrant landscape featuring a field of golden wheat interspersed with red poppies under a bright blue sky with scattered clouds, tall green trees framing the right side and a distant village nestled on a hillside, rendered with loose, visible brushstrokes and a warm, sunlit atmosphere.
4
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81
An impressionist painting of a lush garden scene featuring a stone fountain adorned with flowers and a peacock perched atop, surrounded by scattered blossoms, with muted greens and browns dominating the color palette and soft, diffused light creating a tranquil and slightly melancholic atmosphere, rendered with loose, visible brushstrokes.
6
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82
An impressionist painting depicts a rural landscape with a field of crops in the foreground, a dense line of trees in the midground, and a soft, muted sky above, rendered with visible brushstrokes and a palette of earthy greens, browns, and subtle pinks, creating a tranquil and slightly melancholic atmosphere.
2
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83
An impressionist painting depicting a serene river scene with a distant town featuring a prominent church spire, characterized by loose, visible brushstrokes, soft pastel colors including blues, greens, and whites, and shimmering light reflecting on the water's surface, creating a peaceful and atmospheric mood.
4
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84
An impressionist painting depicts a tranquil landscape with a stone bridge arching over a gently flowing river, surrounded by lush green foliage and trees, with a glimpse of white buildings with red roofs in the background, rendered in short, broken brushstrokes and a palette of greens, blues, and earth tones, creating a peaceful and serene atmosphere.
2
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85
An impressionist painting depicting a landscape with snow-capped mountains in the background, a blue body of water and a city with castle-like structures in the mid-ground, and lush green and yellow foliage in the foreground, rendered with loose, textured brushstrokes and a soft, diffused light, creating a serene and atmospheric mood.
4
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86
An impressionist painting depicts a coastal town with stone buildings and towers perched on a rocky outcrop overlooking a blue sea, with snow-capped mountains in the background under a cloudy sky, rendered with short, broken brushstrokes and a cool color palette dominated by blues, purples, and muted yellows, creating a serene and slightly hazy atmosphere.
4
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87
An impressionist painting depicts a serene winter landscape with a snow-covered mountain in the background, bare trees and bushes along the riverbank, and reflections shimmering on the water's surface, rendered with loose, visible brushstrokes in a palette of cool blues, whites, and browns, creating a tranquil and slightly melancholic atmosphere.
4
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88
An impressionist painting depicts a shipwrecked vessel partially submerged in the ocean near a rocky coastline, rendered with visible brushstrokes and a muted color palette of blues, browns, and pinks, creating a somber and tranquil atmosphere under a cloudy sky.
4
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89
An impressionist painting of a coastal landscape featuring a hillside covered in yellow and brown vegetation, a building with a spire atop the hill in the distance, the sea and sky blending in soft blues and whites, rendered with visible, textured brushstrokes, creating a serene and hazy atmosphere.
4
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90
An impressionist painting of a cloudy coastal scene featuring a pebble beach, a grassy cliffside, and a small boat with figures in the foreground, rendered with soft, blended brushstrokes and a palette of muted blues, greens, and grays, creating a tranquil and overcast atmosphere.
4
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91
An impressionist painting depicting a tranquil river scene with vibrant orange trees on the left bank reflected in the water, a distant town skyline under a cloudy sky, rendered with short, broken brushstrokes and a palette of blues, oranges, and greens, creating a peaceful and atmospheric mood.
4
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92
This is an impressionist painting depicting a landscape with trees and water, characterized by loose, visible brushstrokes, a muted color palette of blues, greens, and browns, and a soft, diffused light creating a tranquil and somewhat melancholic atmosphere.
21
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93
An impressionist painting depicts a rugged coastal landscape with a large, arched rock formation dominating the scene, the sea rendered in vibrant greens and blues with visible brushstrokes, a sandy beach in the foreground, and a soft, overcast sky creating a tranquil atmosphere.
4
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94
An impressionist painting depicts a nocturnal landscape with two prominent windmills silhouetted against a cloudy sky illuminated by a full moon, the scene reflected in the calm water below, rendered with loose, visible brushstrokes and a muted color palette dominated by grays, blues, and browns, creating a serene and slightly melancholic atmosphere.
6
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95
An impressionist painting depicting a bright, sunlit landscape with a row of dark green trees in the middle ground, a golden field in the foreground, and a sky filled with yellow and blue hues suggesting a sunrise or sunset, rendered with visible, textured brushstrokes to create a hazy and atmospheric mood.
2
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96
An impressionist painting depicts a rural landscape with a dirt road leading past a stone wall, a figure walking along the wall, a white building with a red roof nestled among trees, and a hillside in the background under a cloudy sky, rendered with loose, visible brushstrokes and a muted color palette, creating a tranquil and slightly melancholic atmosphere.
2
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97
An impressionist painting depicts a serene coastal scene at sunset, featuring a golden sky reflected in the calm water, with silhouetted figures and boats scattered along the shore, rendered with loose, visible brushstrokes that capture the soft, warm light and tranquil atmosphere.
6
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98
An impressionist painting depicts a serene landscape with a wide river flowing in the foreground, leading to a distant town with a prominent church steeple nestled among rolling green hills under a cloudy sky, with vibrant wildflowers and tall grasses in the foreground rendered with loose, textured brushstrokes, creating a peaceful and airy atmosphere.
4
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99
This is an impressionist painting depicting a landscape with a body of water, rolling hills in the background, and a prominent rock formation in the foreground, rendered with visible, short brushstrokes in shades of blue, green, and white, creating a serene and atmospheric mood.
4
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End of preview. Expand in Data Studio

Dataset Details

This is a carefully curated subset of the WikiArt dataset, specifically focused on Impressionist paintings. It contains 1,000 high-quality images balanced across different genres, making it ideal for fine-tuning image generation models or studying Impressionist artistic styles.

Dataset Description

The Curated Impressionism Dataset is a specialized collection of 1,000 high-quality Impressionist paintings from the WikiArt dataset. The dataset features a balanced distribution across four major genres: landscapes, portraits, urban scenes, and still life. Each image has been carefully selected to meet specific quality criteria and ensure authentic Impressionist characteristics.

Key Features:

  • 1,000 high-quality Impressionist paintings
  • Balanced genre distribution
  • Quality-controlled image selection
  • Consistent artistic style (Impressionism)

Dataset Sources

Uses

Direct Use

This dataset is particularly suitable for:

  1. Fine-tuning text-to-image models for artistic generation
  2. Training style transfer models focused on Impressionist aesthetics
  3. Art historical research and analysis
  4. Computer vision tasks in artistic domains
  5. Studying Impressionist artistic techniques

Out-of-Scope Use

The dataset should not be used for:

  1. Commercial applications (as per WikiArt terms)
  2. Training general-purpose image generation models
  3. Claims of comprehensive representation of all Impressionist art
  4. Generation of derivative artworks for commercial purposes

Dataset Structure

The dataset consists of 1,000 images with the following distribution:

  • Landscapes (genre_id: 4): 300 images (30%)
  • Portraits (genre_id: 6): 300 images (30%)
  • Urban Scenes (genre_id: 1): 200 images (20%)
  • Still Life (genre_id: 9): 200 images (20%)

Each data point contains:

  • image: The artwork image (PIL Image format)
  • artist: Artist ID (integer)
  • genre: Genre ID (integer)
  • style: Style ID (always 12 for Impressionism)

Dataset Creation

Curation Rationale

The dataset was created to provide a high-quality, balanced collection of Impressionist paintings specifically optimized for:

  1. Fine-tuning image generation models
  2. Ensuring consistent artistic style
  3. Maintaining balanced genre representation
  4. Preserving high image quality standards

Source Data

Data Collection and Processing

  1. Style Filtering:

    • Selected only Impressionist paintings (style_id: 12)
    • Verified style consistency

  2. Quality Control:

    • Minimum dimension: 512 pixels
    • Maximum aspect ratio: 2.0
    • Quality threshold: Minimum file size relative to dimensions
    • Image quality assessment

  3. Genre Balancing:

    • Proportional selection across four major genres
    • Maintained artistic diversity within each genre

Who are the source data producers?

The original artworks were created by Impressionist artists from the 19th century. The digital reproductions were sourced from WikiArt.org, which maintains a comprehensive database of artistic works.

Personal and Sensitive Information

The dataset contains only artistic works and does not include any personal or sensitive information. All images are historical artworks that are widely available for public viewing.

Bias, Risks, and Limitations

  1. Historical Bias:

    • Dataset represents Western art movements predominantly
    • Limited to specific historical period (Impressionism)
    • May not represent all Impressionist artists equally

  2. Technical Limitations:

    • Fixed image quality thresholds
    • Limited to 1,000 total images
    • Specific genre distribution
    • Digital reproduction quality variations

Recommendations

  1. Users should acknowledge the original artists and WikiArt.org as the source
  2. Consider the historical context of Impressionism
  3. Be aware of the non-commercial usage restrictions
  4. Understand the limitations of digital reproductions
  5. Use appropriate attribution when publishing results
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