AI's Artistic Journey: Capturing the Essence of 'style-aesthetic' with Imagen-v3
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The ‘style-aesthetic’ is a powerful tool in visual storytelling, allowing artists to evoke specific emotions and create immersive experiences. It encompasses a range of elements, including color palettes, lighting, composition, and overall visual style. This blog post explores the capabilities of a generative AI model in capturing the essence of ‘style-aesthetic’ through a series of prompts, analyzing its performance and highlighting the potential of AI in artistic expression.
Created with: imagen-v3
Conquering the Clouds: A Hiker’s Triumphant Sunset
A lone hiker stands victorious on a mountain peak, arms raised against a breathtaking sunset. Swirling orange clouds paint the sky, creating a dramatic silhouette that embodies the spirit of adventure and accomplishment.
Prompt
style-aesthetic Abstract: Epic, triumphant ; A lone figure standing on a mountain peak; wide shot; Heroism; a vast, swirling sea of clouds; cinematic
Characteristic
Shot : A lone hiker stands on a mountain peak with his arms raised in victory, looking out over a sea of clouds. The sky is filled with swirling, orange clouds at sunset.
Aesthetic Score : 0.7
Mood : triumphant, inspiring, adventurous
Quality
Entropy : 6.61
Noise : 72
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.70
Image errors : The swirling clouds appear somewhat artificial and unrealistic. There are no other noticeable errors.
A Hand Reaches for the Unknown
A mysterious hand extends towards a glowing orb of energy in a dark, otherworldly setting. The image evokes a sense of wonder and power, leaving the viewer to ponder the nature of the unknown.
Prompt
style-aesthetic Abstract: Mysterious, exciting ; A hand reaching out to grasp a shimmering, ethereal portal; close-up; Adventure; a swirling vortex of colors; cinematic
Characteristic
Shot : A hand reaching towards a glowing orb of energy in a dark background.
Aesthetic Score : 0.6
Mood : mysterious, powerful, otherworldly
Quality
Entropy : 6.16
Noise : 83
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.80
Image errors : There are some artifacts and errors in the image, such as a slight blurriness around the edges of the orb of energy. The hand is also somewhat unrealistic in shape and texture.
Neon Dreams: A Cyberpunk Cityscape
Dive into a futuristic world where towering neon cubes pierce the night sky. Pixelated figures navigate this vibrant, enigmatic city, leaving you to wonder what secrets lie within its glowing depths.
Prompt
style-aesthetic Abstract: Energetic, futuristic ; A pixelated landscape with glowing, abstract figures; medium shot; Gaming; a digital, neon-lit cityscape; cinematic
Characteristic
Shot : A futuristic cityscape composed of glowing neon cubes with pixelated figures in the foreground.
Aesthetic Score : 0.7
Mood : cyberpunk, futuristic, neon
Quality
Entropy : 6.55
Noise : 74
Prompt Clip Score : 0.34
AI Evaluation
Likelihood of AI : 0.90
Image errors : Some minor pixelation is present in the image.
A Bloom of Hope in the Cracks of Despair
A single, vibrant pink flower pushes through dry, cracked earth, its delicate beauty a testament to resilience and hope. The blurred background emphasizes the flower’s fragility and the harshness of its environment, creating a powerful contrast.
Prompt
style-aesthetic Abstract: Hopeful, melancholic ; A single, vibrant flower blooming in a desolate, cracked landscape; close-up; Tourism; a surreal, otherworldly desert; cinematic
Characteristic
Shot : A single flower growing in dry, cracked earth. The flower is pink and in focus. The earth is out of focus.
Aesthetic Score : 0.7
Mood : hope, fragility, resilience
Quality
Entropy : 6.76
Noise : 89
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.10
Image errors : No visible errors.
City Symphony: A Blur of Motion and Urban Life
A low-angle shot captures the frenetic energy of a city street, with buildings and people blurring into streaks of color. The zoom lens emphasizes the sense of speed and movement, creating a dynamic and captivating scene.
Prompt
style-aesthetic Abstract: Dynamic, chaotic ; A blurred, kaleidoscopic image of a bustling city street; long shot; Travel; a whirlwind of colors and movement; cinematic
Characteristic
Shot : A city street with blurred buildings and people, taken from a low angle and with a zoom lens.
Aesthetic Score : 0.4
Mood : dynamic, busy, urban
Quality
Entropy : 6.59
Noise : 96
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.30
Image errors : The image is blurred and slightly overexposed. The image appears to be from a moving camera.
Silhouette of Hope: A Solitary Figure Walks Towards the Sunset
A poignant image captures a lone figure walking away from the viewer on a dusty road, their silhouette stark against the vibrant orange sunset. The scene evokes a sense of melancholy and contemplation, yet also hints at a glimmer of hope as the figure journeys towards the distant city skyline.
Prompt
style-aesthetic Abstract: Melancholy, yearning ; A lone figure walks towards a distant, glowing city skyline, silhouetted against the fiery orange sunset.; cinematic
Characteristic
Shot : A solitary figure walks away from the viewer on a dirt road towards a distant city skyline at sunset.
Aesthetic Score : 0.7
Mood : melancholy, contemplative, hopeful
Quality
Entropy : 6.43
Noise : 67
Prompt Clip Score : 0.34
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image has a slight digital painting artifact in the form of a blurry halo around the figure.
A Crack in the City: A Glimpse into the Unknown
A close-up of a human eye peering through a cracked window pane, the background a dark and blurry urban cityscape. The image evokes a sense of mystery, eeriness, and suspense, with the broken glass adding a dramatic touch of danger.
Prompt
style-aesthetic Abstract: Intense, suspenseful ; A single, abstract eye peering through a cracked, distorted window; close-up; Heroism; a dark, ominous cityscape; cinematic
Characteristic
Shot : A close-up of a human eye looking through a cracked window pane. The background is dark and blurry, suggesting an urban cityscape.
Aesthetic Score : 0.7
Mood : mysterious, eerie, suspenseful
Quality
Entropy : 5.69
Noise : 84
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.80
Image errors : The edges of the cracked window pane are slightly jagged and unnatural looking, and the blur effect on the background is a bit too strong.
Psychedelic Vortex: A Futuristic Landscape Swept by Light
A swirling vortex of light dominates a dark sky above a futuristic landscape, creating a mesmerizing and otherworldly scene. The dynamic energy of the vortex draws the viewer’s eye inward, leaving a sense of wonder and awe.
Prompt
style-aesthetic Abstract: Intense, exhilarating ; A swirling vortex of colors and shapes representing a chaotic, digital world; wide shot; Gaming; a vibrant, neon-lit landscape; cinematic
Characteristic
Shot : A swirling vortex of light in a dark sky above a futuristic landscape
Aesthetic Score : 0.8
Mood : psychedelic, abstract, otherworldly
Quality
Entropy : 6.34
Noise : 96
Prompt Clip Score : 0.34
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image has a few minor artifacts, such as some pixelation in the foreground and some banding in the sky.
Lost in the Storm’s Embrace
A solitary figure stands on a windswept cliff, dwarfed by the tumultuous sea and brooding sky. The scene evokes a sense of isolation and melancholic beauty, as the figure’s smallness against the vastness of nature highlights the fragility of human existence.
Prompt
style-aesthetic Abstract: Solitary, contemplative ; A lone, abstract figure standing on a cliff overlooking a vast, swirling ocean; wide shot; Travel; a stormy, dramatic seascape; cinematic
Characteristic
Shot : A lone figure stands on a rocky cliff overlooking a stormy sea. Dark clouds hang low in the sky, with hints of light breaking through the overcast.
Aesthetic Score : 0.7
Mood : dramatic, moody, melancholic
Quality
Entropy : 6.87
Noise : 88
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.90
Image errors : There is some slight banding in the sky, particularly in the darker areas.
A Cosmic Dream in Vibrant Swirls
This abstract artwork captures the essence of a dreamlike landscape, with swirling colors creating a mesmerizing vortex. The ethereal mood and dramatic depth draw you into the image, leaving you feeling both captivated and transported.
Prompt
style-aesthetic Abstract: Ethereal, dreamlike ; A swirling kaleidoscope of vibrant colors, each shape morphing and merging, creating a dynamic, abstract landscape.; cinematic
Characteristic
Shot : Abstract swirling vortex of vibrant colors, resembling a cosmic event or a dreamlike landscape.
Aesthetic Score : 0.7
Mood : dreamy, ethereal, cosmic
Quality
Entropy : 5.59
Noise : 62
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 1.00
Image errors : No visible errors.
Conclusion
The results show that the generative AI model performed well in understanding the scene and camera position, but struggled with the aesthetic. Here’s a breakdown:
- Camera Position: The model scored 0.25, which is considered below average. This suggests that the model didn’t accurately capture the intended camera position described in the prompt.
- Shot Analysis: The model scored 0.54, which is considered good. This indicates that the model was able to understand the scene described in the prompt and create a shot that aligns with it.
- Aesthetic Analysis: The model scored 0.08, which is considered very good. This means that the generated image closely matched the expected aesthetic style.
Overall, the model demonstrates a good understanding of the scene and its aesthetic, but needs improvement in accurately capturing the intended camera position.
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/