Neon Dreams: Exploring the 'style-aesthetic' in AI-Generated Images with Stability-ai-ultra
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Table of Contents
The ‘style-aesthetic’ is a powerful tool for creating immersive and evocative imagery. It encompasses not just the visual elements of a scene, but also the mood, atmosphere, and overall feeling it evokes. This is particularly important in genres like cyberpunk, where the aesthetic is integral to the storytelling. In this blog post, we delve into the challenges of AI in capturing the ‘style-aesthetic’ of futuristic, neon-drenched cityscapes, using a specific example to illustrate the strengths and weaknesses of current generative AI models.
Created with: stability-ai-ultra
Lost in the Neon Labyrinth: A Cyberpunk Night
A lone figure, shrouded in mystery, stands amidst the vibrant chaos of a cyberpunk city. Neon lights paint the night sky, flying vehicles streak overhead, and the air hums with a futuristic energy. This scene evokes a sense of isolation and wonder, leaving you questioning the figure’s purpose in this dystopian world.
Prompt
Cyberpunk: determined, hopeful ; A lone, hooded figure; wide shot; Heroism; neon-lit cityscape with towering skyscrapers and flying vehicles; cinematic
Characteristic
Shot : A lone figure in a hooded cloak stands in the middle of a futuristic cyberpunk city street, surrounded by towering neon-lit buildings and flying vehicles. The scene is illuminated by a vibrant blue and pink glow, creating a sense of otherworldly mystique.
Aesthetic Score : 0.8
Mood : mysterious, futuristic, urban
Quality
Entropy : 6.82
Noise : 96
Prompt Clip Score : 0.37
AI Evaluation
Likelihood of AI : 0.90
Image errors : There is a slight blurriness to the image, particularly in the background, which suggests it may be a digital painting or a rendering. Some of the neon signs have a slight pixelation artifact.
Silhouettes in the Code: A Glimpse into a Futuristic Mystery
Three figures, shrouded in darkness, work diligently at computers bathed in the neon glow of a massive screen displaying intricate code. The cluttered room, filled with pipes and wires, adds to the sense of mystery and intrigue, hinting at a world both futuristic and unknown.
Prompt
Cyberpunk: intense, thrilling ; A group of rebels hacking into a massive data server; medium shot; Adventure; dark, gritty underground facility with flickering monitors and flashing lights; cinematic
Characteristic
Shot : Three figures, likely hackers or system administrators, are seated at computer workstations in a dimly lit room. A large screen displays an array of digital data, code, or system information in a futuristic, neon-lit environment.
Aesthetic Score : 0.7
Mood : cyberpunk, futuristic, intense
Quality
Entropy : 6.36
Noise : 94
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image shows some minor digital artifacts and a slight blur in the figures, possibly due to the digital processing.
Cyberpunk Showdown: Woman in Red Faces Neon Monster
A woman in a red jumpsuit and VR headset stands defiantly against a neon-glowing monster in a futuristic city. The scene is drenched in rain, creating a suspenseful and dramatic atmosphere. This cyberpunk masterpiece captures the tension of a thrilling confrontation.
Prompt
Cyberpunk: exciting, immersive ; A player’s avatar, a cybernetically enhanced warrior, battling a holographic monster; close-up; Gaming; virtual reality environment with vibrant colors and intricate details; cinematic
Characteristic
Shot : A woman wearing a VR headset in a cyberpunk city, facing a glowing, otherworldly monster in the air
Aesthetic Score : 0.7
Mood : futuristic, sci-fi, menacing
Quality
Entropy : 6.96
Noise : 97
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.90
Image errors : The monster’s limbs are slightly blurry, and the textures on the monster and the woman’s jacket appear slightly pixelated. There are some minor artifacts on the ground.
Neon Dreams: A Night Market in the City of Lights
Immerse yourself in the vibrant energy of a bustling Asian night market, where neon lights illuminate the narrow streets and create a futuristic atmosphere. Witness the hustle and bustle of people browsing stalls overflowing with unique goods, all under the glow of dazzling neon signs.
Prompt
Cyberpunk: curious, vibrant ; A futuristic tour guide leading a group of tourists through a bustling, neon-drenched market; long shot; Tourism; crowded street with vendors selling exotic goods and holographic advertisements; cinematic
Characteristic
Shot : A bustling night market in a neon-lit city. People are walking past food stalls, their backs to the viewer, creating a sense of movement and anonymity.
Aesthetic Score : 0.7
Mood : nostalgic, vibrant, urban
Quality
Entropy : 6.84
Noise : 104
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.90
Image errors : The lighting is a bit uneven, and some of the figures appear blurry or indistinct.
Soaring into the Future: A Dreamy Sunset Flight
A futuristic city skyline bathed in the golden hues of sunset, with a sleek flying car gracefully navigating the clouds. This breathtaking scene evokes a sense of wonder, excitement, and hope for a bright future.
Prompt
Cyberpunk: free, adventurous ; A sleek, flying car soaring through a dense, cloud-filled sky; wide shot; Travel; futuristic cityscape with towering skyscrapers and neon-lit streets; cinematic
Characteristic
Shot : A futuristic flying car soars over a city shrouded in clouds at sunset.
Aesthetic Score : 0.7
Mood : futuristic, dreamy, hopeful
Quality
Entropy : 6.95
Noise : 80
Prompt Clip Score : 0.38
AI Evaluation
Likelihood of AI : 0.90
Image errors : Some of the details, like the car’s reflection and the city buildings, look somewhat blurry and lack sharpness. The car’s surface appears somewhat flat and lacking in texture.
Neon Dreams: A Futuristic Kitchen Adventure
Four children gather around a glowing blue table in a futuristic kitchen, bathed in vibrant neon lights. The playful and whimsical atmosphere is enhanced by the dramatic effect of the neon lighting, creating a scene that’s both captivating and imaginative.
Prompt
Cyberpunk: warm, nostalgic ; A family gathered around a holographic table, sharing a meal and stories; medium shot; Family; dimly lit apartment with holographic projections and futuristic appliances; cinematic
Characteristic
Shot : A group of kids are sitting at a glowing table in a kitchen lit with neon lights, they’re having dinner.
Aesthetic Score : 0.7
Mood : futuristic, playful, vibrant
Quality
Entropy : 6.74
Noise : 86
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.10
Image errors : The neon light creates some halo effect and there are some clipping errors at the edges of the image.
Unveiling the Hacker: A Glimpse into the Cyberpunk Underworld
A hooded figure, shrouded in shadows, sits hunched over a keyboard in a dimly lit room. Neon lights illuminate the scene, casting an eerie glow on multiple computer screens. This mysterious figure, working in the heart of the cyberpunk world, exudes an air of intensity and intrigue. What secrets are they uncovering? What code are they cracking? Dive into the depths of this captivating scene and discover the truth.
Prompt
Cyberpunk: intense, focused ; A lone hacker, hunched over a glowing screen, searching for clues in a vast network; close-up; Heroism; dark, cluttered room with flickering monitors and flashing lights; cinematic
Characteristic
Shot : A hooded figure sits in front of a computer, typing. The room is dimly lit with a mix of blue and red light.
Aesthetic Score : 0.7
Mood : mysterious, cyberpunk, intense
Quality
Entropy : 6.47
Noise : 76
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.60
Image errors : The image is slightly blurry and the colors are over-saturated.
Neon City Riders: A Futuristic Thrill Ride
Experience the electrifying energy of a futuristic city as five individuals zoom down a neon-lit street on hoverboards. Flying vehicles streak overhead, blurring the lights and creating a sense of exhilarating speed. This vibrant scene captures the essence of a dynamic, technologically advanced world.
Prompt
Cyberpunk: exciting, exhilarating ; A group of friends racing through a neon-lit cityscape on hoverboards; long shot; Adventure; futuristic cityscape with towering skyscrapers and flying vehicles; cinematic
Characteristic
Shot : A group of people on hoverboards are driving through a neon-lit futuristic city, with flying cars in the background
Aesthetic Score : 0.7
Mood : futuristic, cyberpunk, dynamic
Quality
Entropy : 6.13
Noise : 94
Prompt Clip Score : 0.39
AI Evaluation
Likelihood of AI : 1.00
Image errors : The image has some minor artifacts, especially in the background, and the lighting could be more natural.
Lost in the Neon: A Man Embraces the Future
A captivating image of a man immersed in virtual reality, bathed in the vibrant glow of a futuristic neon cityscape. The dramatic lighting highlights his expression, hinting at the immersive experience he’s experiencing.
Prompt
Cyberpunk: intriguing, challenging ; A player’s avatar, a skilled hacker, navigating a complex virtual reality maze; close-up; Gaming; abstract, digital environment with glowing lines and geometric shapes; cinematic
Characteristic
Shot : A man wearing a VR headset and headphones is standing in front of a background of pink and blue lights.
Aesthetic Score : 0.6
Mood : futuristic, cyberpunk, mysterious
Quality
Entropy : 6.80
Noise : 80
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image has some blurring and pixelation, which are common in AI generated images.
A Glimpse into the Future: Cityscape of Wonder and Mystery
A futuristic cityscape unfolds, filled with flying vehicles and neon lights. A towering skyscraper dominates the horizon, while a man in a red jacket stands in the foreground, pointing towards the sky. The image evokes a sense of awe, mystery, and anticipation, inviting you to explore the possibilities of tomorrow.
Prompt
Cyberpunk: awe-inspiring, futuristic ; A futuristic tour guide pointing out a landmark, a towering, bioluminescent skyscraper; medium shot; Tourism; bustling street with holographic advertisements and flying vehicles; cinematic
Characteristic
Shot : A futuristic cityscape with a towering skyscraper glowing with blue light. Flying vehicles are seen in the sky. A man is standing in the foreground, pointing towards the city. The image is vibrant, futuristic, and energetic.
Aesthetic Score : 0.7
Mood : futuristic, vibrant, energetic
Quality
Entropy : 6.85
Noise : 103
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image has slight blurring and graininess, particularly on the distant buildings. Some of the flying vehicles and streetlights appear slightly distorted.
Conclusion
The results show that the generative AI model performed okay in terms of camera position and shot analysis, but not so well in terms of aesthetic analysis. Here’s a breakdown:
- Camera Position: The model scored 0.45, which is below the “good” range of 0.5 to 0.75. This suggests that the model didn’t always accurately translate the intended camera positions from the prompt into the generated image.
- Shot Analysis: The model scored 0.64, which falls within the “good” range. This indicates that the model generally understood the scene described in the prompt and created images with appropriate shot composition.
- Aesthetic Analysis: The model scored 0.04, which is significantly lower than the “very good” range of -0.2 to 0.1. This means that the generated images didn’t match the expected aesthetic style as closely as desired.
Overall, the model shows some strengths in understanding scene composition but needs improvement in accurately capturing camera positions and achieving the desired aesthetic.
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://stability.ai