Steampunk Dreams: A Generative AI's Journey Through a Clockwork World with Imagen-v3-fast
- 9 minutes read - 1899 words
Table of Contents
The steampunk aesthetic, with its blend of Victorian-era technology and fantastical inventions, has captivated imaginations for decades. This unique style, characterized by intricate clockwork mechanisms, steam-powered contraptions, and a sense of industrial grandeur, has found its way into literature, film, and even video games. But can generative AI capture the essence of this captivating aesthetic? In this blog post, we explore the results of a generative AI model tasked with creating steampunk scenes, analyzing its successes and challenges in capturing the desired style.
Created with: imagen-v3-fast
Steampunk Explorer in a City of Smoke and Secrets
A lone figure, clad in steampunk goggles, stands amidst a sprawling cityscape, its silhouette etched against a backdrop of towering smokestacks. The air hangs heavy with mystery, hinting at adventures waiting to be discovered in this industrial metropolis.
Prompt
style-aesthetic Steampunk: Epic, determined ; A lone, determined airship pilot; close-up; Heroism; A sprawling cityscape with towering clockwork structures and smoke billowing from chimneys.; cinematic
Characteristic
Shot : A man in steampunk goggles stands in front of a cityscape with smoke stacks in the background. The city appears to be London.
Aesthetic Score : 0.8
Mood : mysterious, adventurous, industrial
Quality
Entropy : 6.74
Noise : 71
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.80
Image errors : Some of the details in the background are blurry and the lighting is uneven.
Into the Unknown: A Mysterious Jungle Path Beckons
A crumbling stone archway, guarded by overgrown machinery, marks the entrance to a hidden world. Three figures stand silhouetted against the light emanating from within, inviting you to explore the mysteries that lie ahead. This captivating scene evokes a sense of adventure and intrigue, leaving you eager to discover what awaits beyond the threshold.
Prompt
style-aesthetic Steampunk: Intriguing, adventurous ; A group of adventurers navigating a treacherous jungle; wide shot; Adventure; Lush, overgrown jungle with ancient ruins and steam-powered contraptions.; cinematic
Characteristic
Shot : A mysterious jungle path leads to a crumbling stone archway, guarded by overgrown machinery. Three figures stand on the stairs, silhouetted by the light emanating from the opening.
Aesthetic Score : 0.8
Mood : mysterious, adventurous, intriguing
Quality
Entropy : 6.59
Noise : 91
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image appears slightly soft in some areas, particularly in the foliage, suggesting some blurring or over-smoothing during processing.
Steampunk Symphony: A Hand’s Touch Ignites Wonder
A close-up shot reveals the intricate workings of a steampunk machine, its brass gears and pipes a testament to a bygone era. The hand, reaching out to adjust the mechanism, adds a touch of mystery and intrigue to this vintage scene.
Prompt
style-aesthetic Steampunk: Intriguing, focused ; A player’s hand manipulating gears and levers on a complex automaton; close-up; Gaming; A dimly lit workshop filled with intricate machinery and glowing dials.; cinematic
Characteristic
Shot : Close-up shot of a hand adjusting a steampunk-style machine, with intricate brass gears and pipes. The machine is on a wooden surface and set against a blurry background, creating a sense of depth and atmosphere.
Aesthetic Score : 0.7
Mood : mysterious, industrial, vintage
Quality
Entropy : 6.63
Noise : 77
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.20
Image errors : No visible artifacts or errors.
A Glimpse of History: Cobblestone Charm and a Mysterious Archway
Step into a vibrant European city where cobblestone streets lead to a grand archway, promising secrets and adventure. The sun bathes the scene in warmth, highlighting the bustling market stalls and the intriguing figure in the foreground. This captivating image evokes a sense of history, energy, and mystery.
Prompt
style-aesthetic Steampunk: Energetic, bustling ; A bustling marketplace filled with exotic goods and steam-powered vehicles; wide shot; Tourism; A vibrant, colorful marketplace with ornate clockwork contraptions and bustling crowds.; cinematic
Characteristic
Shot : A bustling cobblestone street in a European city, lined with shops and market stalls. The street leads towards a grand archway with a clock tower, and the sun is shining brightly.
Aesthetic Score : 0.7
Mood : historic, vibrant, bustling
Quality
Entropy : 6.76
Noise : 100
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are no noticeable errors in the image. The image is sharp and well-exposed.
Airship Soaring Above a Dreamy Landscape
A majestic dirigible glides gracefully over snow-capped peaks and verdant valleys, bathed in the soft light of dawn or dusk. The scene evokes a sense of calm, nostalgia, and adventure, with the airship adding a dramatic touch of scale and wonder.
Prompt
style-aesthetic Steampunk: Awe-inspiring, majestic ; A luxurious airship soaring over a breathtaking mountain range; wide shot; Travel; Majestic mountains with snow-capped peaks and a vast, cloudy sky.; cinematic
Characteristic
Shot : A dirigible airship flies over snow-capped mountains and green valleys in the early morning or evening
Aesthetic Score : 0.7
Mood : calm, dreamy, nostalgic
Quality
Entropy : 6.88
Noise : 62
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.90
Image errors : Some of the details, like the mountains, look a bit blurry and lack sharpness. The airship has some unnatural shadows and textures.
Cozy Fireplace Glow Illuminates Intimate Moment
A man and woman share a warm and inviting moment by the fireplace, their plush armchairs facing each other. The soft glow of the fire creates a sense of intimacy and nostalgia, while the shadows of the richly decorated room add a touch of mystery. A board game on the floor between them hints at a shared history and a comfortable connection.
Prompt
style-aesthetic Steampunk: Warm, nostalgic ; A family gathered around a crackling fireplace, sharing stories and playing a board game; medium shot; Family; A cozy living room with plush furniture, antique clocks, and warm lighting.; cinematic
Characteristic
Shot : A man and a woman are sitting on plush armchairs facing each other in a richly decorated room with a fireplace. There is a board game on the floor between them. The scene is warm and inviting.
Aesthetic Score : 0.7
Mood : cozy, intimate, nostalgic
Quality
Entropy : 6.53
Noise : 104
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.30
Image errors : The image appears to have a slight blur effect, possibly due to post-processing. The edges of the image are slightly soft.
The Art of Precision: A Close-Up Look at Clockwork Assembly
Intriguing and meticulous, this image captures the essence of clockwork assembly. Witness the intricate details of gears and the precision required to bring this complex mechanism to life.
Prompt
style-aesthetic Steampunk: Intrigued, focused ; A close-up on a hand, meticulously adjusting a delicate cog in a complex clockwork mechanism, surrounded by a chaotic array of tools and blueprints.; cinematic
Characteristic
Shot : A close-up shot of a hand assembling a complex clockwork mechanism on a workbench. The image focuses on the intricate details of the gears and the precision required for assembly.
Aesthetic Score : 0.7
Mood : intriguing, mechanical, meticulous
Quality
Entropy : 6.82
Noise : 63
Prompt Clip Score : 0.34
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image is slightly blurry, particularly in the background.
Silhouettes in the Blue Light
Three figures walk towards a mysterious blue light at the end of a long, arched tunnel. The rough stone walls and iron railings create a sense of isolation and suspense, while the backlit figures add an element of anticipation. This image evokes a mood of mystery and somberness.
Prompt
style-aesthetic Steampunk: Mysterious, adventurous ; A group of explorers navigating a labyrinthine underground city; wide shot; Adventure; A vast, dimly lit underground city with intricate tunnels and glowing crystals.; cinematic
Characteristic
Shot : Three figures in silhouette walk down a long, arched tunnel towards an illuminated space at the end. The tunnel is made of rough stone and has iron railings on each side. The light at the end of the tunnel is blue, and the figures are backlit by it. A few lights are seen in the tunnel itself, highlighting the rough texture of the tunnel walls.
Aesthetic Score : 0.7
Mood : mysterious, suspenseful, somber
Quality
Entropy : 6.34
Noise : 107
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.80
Image errors : There are some artifacts in the image, particularly in the blue light at the end of the tunnel. These artifacts appear as slight pixelation and banding.
Cybernetic Canine: A Force to Be Reckoned With
A menacing robotic dog stands poised in a futuristic setting, its glowing blue data screen and sparking energy hinting at its power. The stark contrast between light and dark emphasizes the dog’s imposing presence, creating a dramatic and unsettling scene.
Prompt
style-aesthetic Steampunk: Exciting, immersive ; A player’s avatar battling a mechanical beast in a virtual reality game; close-up; Gaming; A futuristic gaming room with holographic displays and advanced controls.; cinematic
Characteristic
Shot : A robotic dog in a futuristic, sci-fi setting, standing in front of a transparent screen with glowing blue data on it. The dog has a menacing and powerful presence. There is a spark of energy emanating from the floor in front of the dog.
Aesthetic Score : 0.7
Mood : futuristic, menacing, powerful
Quality
Entropy : 6.57
Noise : 80
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.90
Image errors : No visible artifacts or errors.
Nostalgia in Smoke: A Steam Train’s Majestic Departure
A powerful steam train emerges from a bustling station, its billowing smoke painting the sky. Passengers wait on the platform, their anticipation adding a human touch to this dramatic and nostalgic scene.
Prompt
style-aesthetic Steampunk: Nostalgic, bustling ; A vintage steam train pulling into a bustling station; wide shot; Travel; A grand train station with ornate architecture, steam billowing from the train, and crowds of passengers.; cinematic
Characteristic
Shot : A steam train emerges from a train station, billowing smoke, with passengers waiting on the platform.
Aesthetic Score : 0.8
Mood : nostalgic, dramatic, powerful
Quality
Entropy : 6.75
Noise : 114
Prompt Clip Score : 0.34
AI Evaluation
Likelihood of AI : 0.10
Image errors : No visible errors
Conclusion
The generative AI model performed well in terms of understanding camera positions and shots, but struggled with aesthetic expectations. Here’s a breakdown:
- Camera Position: The model scored a 0.42, which is considered below average. 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 a 0.58, which is considered good. This indicates that the model generally understood the scene descriptions in the prompt and produced images with appropriate shot compositions.
- Aesthetic Analysis: The model scored a 0.27, which is considered below average. This means that the generated images didn’t quite match the expected aesthetic style described in the prompt.
Overall, the model shows promise in understanding scene descriptions and shot composition, but needs improvement in accurately capturing the intended 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://deepmind.google/technologies/imagen-3/