Art Deco Dreams: A Generative AI's Journey Through Style with Imagen-v3
- 10 minutes read - 2031 words
Table of Contents
The Art Deco style, with its geometric patterns, luxurious materials, and bold lines, has captivated audiences for decades. Its influence can be seen in architecture, fashion, design, and even film. But can a generative AI model truly capture the essence of this iconic aesthetic? In this blog post, we’ll explore the results of a generative AI experiment, analyzing its ability to translate text prompts into images that embody the Art Deco style. We’ll examine the model’s strengths and weaknesses in understanding camera angles, scene composition, and artistic style, providing insights into the potential and limitations of AI in recreating iconic visual styles.
Created with: imagen-v3
A Hero’s Dawn: A Lone Figure Embraces the Future
Bathed in golden light, a figure in a red cape stands atop a staircase, gazing towards a futuristic cityscape dominated by a towering skyscraper. The scene evokes a sense of mystical hope and ambition, hinting at a heroic journey or a moment of triumph.
Prompt
style-aesthetic Art Deco: Epic, dramatic ; A lone, heroic figure in a flowing cape; wide shot; Heroism; A towering Art Deco skyscraper with a dramatic cityscape in the background.; cinematic
Characteristic
Shot : A lone figure in a red cape stands on a set of stairs, facing a futuristic cityscape with a tall, slender skyscraper dominating the skyline. The scene is bathed in a soft, golden light, suggesting either dawn or dusk.
Aesthetic Score : 0.7
Mood : mystical, hopeful, ambitious
Quality
Entropy : 6.31
Noise : 79
Prompt Clip Score : 0.37
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image has some minor artifacts, particularly in the sky and around the edges of the buildings. The figure’s cape appears slightly blurry, and the overall lighting feels a bit flat.
Lost in the Mist: A Biplane Soars Over Ancient Ruins
A biplane cuts through the misty jungle, revealing ancient ruins shrouded in mystery. This evocative scene evokes a sense of adventure, nostalgia, and a hint of danger, inviting you to explore the forgotten past.
Prompt
style-aesthetic Art Deco: Excitement, mystery ; A vintage biplane soaring over a jungle; low angle shot; Adventure; Lush, vibrant jungle with ancient ruins in the distance.; cinematic
Characteristic
Shot : A biplane flies over a jungle with ancient ruins in the background, the jungle is misty with a sense of mystery.
Aesthetic Score : 0.7
Mood : mysterious, adventurous, nostalgic
Quality
Entropy : 6.80
Noise : 98
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.80
Image errors : Some of the trees and the ground textures are a bit blurry, the plane itself looks a bit too crisp.
The Roll of the Dice: A Moment of Suspense in the Casino
A close-up shot captures the dramatic moment a die is rolled on a roulette table, its trajectory frozen in mid-air. The blurry background of the casino adds to the sense of excitement and anticipation, highlighting the thrill and uncertainty of gambling.
Prompt
style-aesthetic Art Deco: Intrigue, suspense ; A close-up of a player’s hand holding a dice; close-up shot; Gaming; A luxurious casino interior with Art Deco chandeliers and roulette tables.; cinematic
Characteristic
Shot : A close-up shot of a roulette table in a casino. A hand is rolling a die, with the die in mid-air and a blurry background of the casino.
Aesthetic Score : 0.6
Mood : dramatic, suspenseful, luxurious
Quality
Entropy : 6.55
Noise : 76
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.70
Image errors : The image appears to have some minor blurring and softness, particularly in the background.
Parisian Romance: A Moment Captured in Time
A couple stands hand-in-hand on a Parisian street, their silhouettes framed against the iconic Eiffel Tower. The image evokes a sense of romance, nostalgia, and dreamy longing, capturing the essence of a timeless love story.
Prompt
style-aesthetic Art Deco: Romantic, nostalgic ; A couple gazing at the Eiffel Tower; medium shot; Tourism; The Eiffel Tower bathed in golden light with a bustling Parisian street scene.; cinematic
Characteristic
Shot : A couple is standing in a Parisian street, looking at the Eiffel Tower in the distance. The street is lined with buildings, and there are other people walking around.
Aesthetic Score : 0.8
Mood : romantic, nostalgic, dreamy
Quality
Entropy : 6.84
Noise : 100
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image appears to have been slightly overexposed, resulting in a loss of detail in the highlights.
A Whimsical Journey Through the Desert
A train hurtles through a vast desert landscape, its destination a mysterious, futuristic building shimmering in the distance. This nostalgic scene evokes a sense of wonder and intrigue, leaving you yearning to discover what lies beyond the horizon.
Prompt
style-aesthetic Art Deco: Adventure, freedom ; A vintage train speeding through a desert landscape; long shot; Travel; A vast, sun-drenched desert with Art Deco-inspired train stations in the distance.; cinematic
Characteristic
Shot : A train traveling through a desert toward a large, white building in the distance. The building has a futuristic design and is reminiscent of art deco architecture. The train is seen from the perspective of someone looking out of a window.
Aesthetic Score : 0.7
Mood : nostalgic, mysterious, whimsical
Quality
Entropy : 5.97
Noise : 75
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image is slightly blurry, especially the background. The building in the distance is somewhat pixelated and could be smoother.
A Vintage Family Portrait: Capturing Nostalgic Moments
This vintage living room scene evokes a sense of warmth and nostalgia. A family of four poses for a portrait, their expressions hinting at a shared history and intimate connection. The dramatic lighting and composed positions create a sense of mystery, inviting viewers to imagine the stories behind their smiles.
Prompt
style-aesthetic Art Deco: Warm, intimate ; A family gathered around a fireplace in a grand Art Deco mansion; medium shot; Family; A cozy living room with geometric patterns and luxurious furniture.; cinematic
Characteristic
Shot : A family of four poses in a vintage living room with a fireplace and decorated with ornate moldings and lamps. The composition features a young boy standing in front of the fireplace, his parents sitting on either side of him, and an older woman sitting in the foreground.
Aesthetic Score : 0.7
Mood : vintage, nostalgic, comfortable
Quality
Entropy : 6.74
Noise : 97
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image has a slight graininess and a subtle blur that could be due to the camera’s aperture setting or post-processing. The lighting creates some shadows that could be more defined. The details of the room, particularly the walls, could be sharper.
Nostalgia in the Air: A Vintage Gramophone Captures the Moment
A vintage gramophone takes center stage in this cozy living room scene, its warm glow and gentle music filling the air with nostalgia. The blurred background, hinting at the presence of loved ones, adds to the intimate and heartwarming atmosphere.
Prompt
style-aesthetic Art Deco: Nostalgic, heartwarming ; A close-up of a vintage gramophone playing music; close-up shot; Family; A living room with Art Deco furniture and a family gathered around the gramophone.; cinematic
Characteristic
Shot : A vintage gramophone playing a record. The scene is set in a living room with people sitting in the background, they are out of focus, but visible.
Aesthetic Score : 0.6
Mood : nostalgic, cozy, intimate
Quality
Entropy : 6.51
Noise : 70
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.30
Image errors : There are no visible errors in the image. The quality is good.
A Glimpse of Glamour: Mystery Unveiled on a Grand Staircase
Step into a world of elegance and intrigue with this captivating image. A woman in a shimmering gown stands on a grand, red-carpeted staircase, her back turned to the viewer, creating a sense of anticipation. The luxurious art deco setting, with its intricate designs and soft lighting, adds to the mood of mystery and vintage charm.
Prompt
style-aesthetic Art Deco: Elegant, powerful ; A woman in a glamorous Art Deco dress walking down a grand staircase; medium shot; Heroism; A grand Art Deco hotel lobby with intricate details and a sense of luxury.; cinematic
Characteristic
Shot : A woman in a glamorous gown stands on a grand staircase in a luxurious art deco style building. The staircase is carpeted in red and the walls are adorned with intricate designs.
Aesthetic Score : 0.8
Mood : elegant, luxurious, vintage
Quality
Entropy : 6.37
Noise : 102
Prompt Clip Score : 0.37
AI Evaluation
Likelihood of AI : 0.10
Image errors : No noticeable errors in the image.
Neon Nights: A Vintage Ride Through Time
A classic car cruises through a city bathed in neon light, evoking a nostalgic and retro atmosphere. The car’s movement towards the viewer creates a sense of drama, highlighting the interplay of light and shadow in this urban scene.
Prompt
style-aesthetic Art Deco: Fast-paced, exciting ; A vintage car speeding through a city street; long shot; Adventure; A bustling city street with Art Deco buildings and neon signs.; cinematic
Characteristic
Shot : A vintage car drives down a city street at night, past a building with neon signs.
Aesthetic Score : 0.7
Mood : nostalgic, retro, urban
Quality
Entropy : 6.74
Noise : 85
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.90
Image errors : There are some minor artifacts in the image, particularly in the reflections and shadows. The car’s tires seem a bit too perfect and smooth.
Intimate Moments: Friends Gather for a Game Night
A warm glow illuminates a cozy room as three friends share laughter and camaraderie over a board game. The art deco interior adds a touch of elegance to the scene, while the close-up shot captures the intimate connection between the friends.
Prompt
style-aesthetic Art Deco: Fun, social ; A group of friends playing a board game in a stylish Art Deco apartment; medium shot; Gaming; A stylish apartment with geometric patterns, chrome accents, and a vintage board game.; cinematic
Characteristic
Shot : Three friends playing a board game in a dimly lit room with art deco style interior.
Aesthetic Score : 0.6
Mood : casual, playful, intimate
Quality
Entropy : 6.16
Noise : 92
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are no noticeable artifacts or errors in the image. The lighting creates a slight haze effect.
Conclusion
This analysis shows that the generative AI model performed well in terms of understanding camera positions and scene composition, but struggled with achieving the desired aesthetic. Here’s a breakdown:
Camera Position:
- Score: 0.4
- Interpretation: This score falls below the “good” range of 0.5 to 0.75. It suggests that the model didn’t perfectly capture the intended camera positions described in the prompt. However, it’s not significantly bad, indicating a moderate level of success in this area.
Shot Analysis:
- Score: 0.515
- Interpretation: This score falls within the “good” range, indicating that the model was able to understand and translate the scene description from the prompt into a visually coherent image.
Aesthetic Analysis:
- Score: 0.31
- Interpretation: This score is significantly below the “very good” range of -0.2 to 0.1. It suggests that the generated image didn’t quite match the expected aesthetic style. This could mean the model struggled to capture the specific artistic elements or mood intended in the prompt.
Overall:
The model demonstrates a decent ability to understand camera positions and scene composition, but needs improvement in capturing the desired aesthetic. This suggests that the model might be better at understanding the technical aspects of a prompt (like camera angles) than the more subjective aspects (like artistic style).
Sources:
- https://heartofnoir.com/knowing-noir/aesthetic-of-noir/
- https://www.yellowbrick.co/blog/film/maximizing-the-visual-impact-unveiling-the-art-of-film-aesthetics
- https://www.questjournals.org/jrhss/papers/vol10-issue8/1008255260.pdf
- https://www.jstor.org/stable/3331672
- https://www.cinepoetics.fu-berlin.de/activities/workshops/2020-12-ws/index.html
- https://resource.download.wjec.co.uk/vtc/2016-17/16-17_1-22/eng/Part%201%20What%20is%20Aesthetics.pdf
- https://deepmind.google/technologies/imagen-3/