Neon Dreams: Exploring the 'style-aesthetic' in AI-Generated Images with Stable-diffusion
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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-core
Lost in the Neon Labyrinth: A Cyberpunk Mystery
A solitary figure, shrouded in a trench coat, stands amidst the vibrant chaos of a cyberpunk city. Bathed in the glow of neon lights, their back turned to the viewer, they evoke a sense of mystery and intrigue. The bustling cityscape, with its speeding cars and flickering signs, adds to the atmosphere of excitement and danger.
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 coat stands in the middle of a futuristic city street, lit by neon signs and towering skyscrapers. The city is depicted in a cyberpunk style.
Aesthetic Score : 0.8
Mood : dark, mysterious, futuristic
Quality
Entropy : 6.51
Noise : 95
Prompt Clip Score : 0.38
AI Evaluation
Likelihood of AI : 1.00
Image errors : There are some slight inconsistencies in the lighting and shadows, particularly in the reflections on the wet pavement. The neon signs are somewhat unrealistic and lack depth.
Cyberpunk Control Room: Where Technology Meets Tension
A dimly lit, futuristic control room pulsates with neon light. Four men in black uniforms, their faces etched with focus, work tirelessly at computer stations. The atmosphere is electric, charged with a sense of urgency and the weight of responsibility. This is where the future is being shaped, and the stakes are high.
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 : A dimly lit, futuristic control room with four people working at computer stations. The room is filled with monitors and equipment, and the overall vibe is one of intense concentration and secrecy.
Aesthetic Score : 0.6
Mood : intense, futuristic, secretive
Quality
Entropy : 6.05
Noise : 87
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.80
Image errors : The shadows in the image are very sharp and blocky, indicating that the image may have been created with a rendering software. The lack of texture in the image also indicates that the image may have been AI generated.
Cyberpunk Colossus: A Metallic Giant in a Neon City
A towering metallic robot stands amidst a futuristic cityscape, bathed in vibrant neon lights. Its imposing stance and the cyberpunk setting create a sense of power and mystery, hinting at a world where technology and humanity collide.
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 futuristic robot, clad in dark blue armor, stands in a cyberpunk city setting. Neon lights illuminate the scene, with the robot’s armor reflecting the colorful glow.
Aesthetic Score : 0.8
Mood : futuristic, cyberpunk, powerful
Quality
Entropy : 6.83
Noise : 92
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.70
Image errors : The image has a few minor artifacts around the edges of the robot, suggesting possible AI generation. The lighting is a bit uneven, with some areas appearing too dark or too bright.
Neon Dreams: A Cyberpunk City Awakens
Dive into a vibrant cyberpunk cityscape where neon lights paint the night and shadows whisper secrets. This bustling street, awash in futuristic glow, promises a thrilling adventure. The dramatic play of light and shadow draws you in, inviting you to explore the mysteries that lie within.
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 neon-lit street in a futuristic city, likely in Asia, lined with shops and bustling with people. The street is narrow and the buildings are tall and imposing, creating a sense of claustrophobia.
Aesthetic Score : 0.8
Mood : futuristic, cyberpunk, neon
Quality
Entropy : 6.56
Noise : 108
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.90
Image errors : There are some minor artifacts in the image, such as blurring and jagged edges, especially on the neon signs.
Flying High in a Cyberpunk Cityscape
A futuristic city pulses with neon light as a sleek flying car cuts through the overcast sky. This moody scene evokes a sense of mystery and excitement, capturing the essence of cyberpunk aesthetics.
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 is hovering over a dense urban cityscape with tall buildings and neon signs. The city is illuminated by street lights and the sky is cloudy.
Aesthetic Score : 0.8
Mood : futuristic, urban, cyberpunk
Quality
Entropy : 6.71
Noise : 100
Prompt Clip Score : 0.38
AI Evaluation
Likelihood of AI : 0.80
Image errors : Some of the textures on the buildings appear slightly blurry and repetitive, potentially due to AI generation.
A Gathering of Secrets in a Futuristic Kitchen
Four young adults huddle around a glowing table in a dimly lit modern kitchen, their faces illuminated by the mysterious technology. The scene evokes a sense of intrigue and mystery, leaving viewers wondering what secrets are being shared in this futuristic setting.
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 four people are gathered around a glowing table in a futuristic kitchen. One person is standing, and the other three are seated, looking at their phones.
Aesthetic Score : 0.7
Mood : futuristic, mysterious, sci-fi
Quality
Entropy : 6.43
Noise : 82
Prompt Clip Score : 0.34
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image appears to be slightly blurry, which may be due to the lighting conditions or the camera settings.
The Hacker in the Blue Light
A lone figure hunches over a keyboard in a dimly lit room, bathed in the eerie glow of blue neon. Two monitors display code and a digital map, hinting at a clandestine operation. The atmosphere is charged with mystery and suspense, leaving you wondering what secrets are being uncovered.
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 man in a dark room with futuristic looking computers, typing on the keyboard, wearing a dark jacket with a patch, he looks intense and focused on the screen.
Aesthetic Score : 0.7
Mood : intense, focused, serious
Quality
Entropy : 6.43
Noise : 84
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.80
Image errors : There are no major errors in the image. The colors are vibrant and the composition is well-balanced. However, the image appears to be slightly over-sharpened.
Neon Nights: Hoverboarding Through a Cyberpunk City
Experience the thrill of futuristic travel as three young adults glide through a neon-lit cyberpunk city on hoverboards. The vibrant lights and blurry pedestrians create a sense of mystery and excitement, while the hoverboards add a touch of speed and technological wonder. This scene captures the energy and coolness of a cyberpunk 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 : Three stylish individuals, two males and one female, riding futuristic hoverboards on a neon-lit street in a cyberpunk city, with the street bustling with people in the background.
Aesthetic Score : 0.7
Mood : futuristic, urban, cool
Quality
Entropy : 6.76
Noise : 105
Prompt Clip Score : 0.38
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image is slightly blurry, especially in the background.
Neon Dreams: A Cyberpunk Portrait
A man shrouded in mystery, clad in a black leather jacket and futuristic goggles, stands against a backdrop of vibrant neon lights. The geometric patterns cast by the lights create a sense of intensity and drama, perfectly capturing the edgy, cyberpunk mood of this image.
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 young man wearing futuristic goggles and a leather jacket stands in a neon lit corridor. The lights are bright and create a cyberpunk aesthetic.
Aesthetic Score : 0.7
Mood : futuristic, cyberpunk, edgy
Quality
Entropy : 6.53
Noise : 77
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.60
Image errors : The image is slightly overexposed and the lighting is a bit harsh. The details on the goggles are blurry.
Lost in the Neon Labyrinth
A solitary figure navigates the rain-soaked streets of a futuristic city, swallowed by towering structures and vibrant neon signs. The interplay of light and shadow creates an atmosphere of isolation and mystery, hinting at a story waiting to unfold.
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 lone figure in a futuristic city, standing with his back to the viewer, the city is lit up with neon lights and the streets are wet, likely from rain.
Aesthetic Score : 0.7
Mood : futuristic, urban, lonely
Quality
Entropy : 6.70
Noise : 101
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image is blurry in the distance and some of the buildings are not perfectly rendered
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