AI Struggles to Capture Dramatic Poses: A Case Study with Stability-ai-ultra
- 9 minutes read - 1769 words
Table of Contents
Dramatic poses are a powerful tool in visual storytelling, conveying emotion, action, and character. They often involve dynamic angles, strong lines, and a sense of movement. However, generating images with dramatic poses presents a challenge for AI models. This case study explores the limitations of a generative AI model in capturing these elements, analyzing its performance based on a series of prompts. We delve into the model’s struggles with camera position, shot composition, and aesthetic style, highlighting the challenges of generating visually compelling and emotionally resonant images with AI. We also discuss potential solutions and future directions for AI in capturing the essence of dramatic poses.
Created with: stability-ai-ultra
A Hiker’s Perspective: Finding Serenity Amidst Majestic Peaks
Capture the awe-inspiring beauty of nature as a lone hiker stands on a rocky ridge, dwarfed by a snow-capped mountain in the distance. The scene, bathed in the soft light of a clear, sunny day, evokes a sense of serenity, adventure, and the humbling grandeur of the natural world.
Prompt
poses standing-tall: Determined, hopeful, awe-inspiring ; Lone adventurer; wide shot; Adventure; Majestic mountain range with a vast, clear sky; cinematic
Characteristic
Shot : A lone hiker stands on a rocky mountain ridge, gazing at a majestic snow-capped peak in the distance. The scenery is dominated by the vast expanse of mountains, with hints of lush green vegetation interspersed with rocky outcrops.
Aesthetic Score : 0.8
Mood : tranquil, adventurous, inspiring
Quality
Entropy : 6.70
Noise : 95
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.10
Image errors : No significant artifacts or errors are visible in the image.
Calm Amidst the Chaos: A Soldier’s Stoic Stance in a War-Torn Zone
A lone soldier, clad in full battle gear, stands resolute amidst a fiery inferno. The background blurs into a chaotic haze, highlighting the soldier’s calm composure in the face of intense conflict. This dramatic scene captures the raw intensity of war, leaving a lasting impression of resilience and determination.
Prompt
poses standing-tall: Brave, defiant, resolute ; Soldier standing on a battlefield; medium shot; Heroism; Smoke and debris from a recent explosion; cinematic
Characteristic
Shot : A soldier in full gear standing in a warzone with a large fire behind him. There is a lot of smoke and debris around him.
Aesthetic Score : 0.6
Mood : intense, dramatic, apocalyptic
Quality
Entropy : 6.93
Noise : 79
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.60
Image errors : The image is somewhat blurry and has some artifacts.
Neon Nights: Friends Capture the Energy
Three friends radiate excitement as they pose under vibrant neon lights, capturing the playful energy of a night out. The scene is alive with color and vibrancy, reflecting a mood of pure fun.
Prompt
poses standing-tall: Joyful, triumphant, celebratory ; Group of friends celebrating a victory in a video game; close-up; Gaming; Neon lights and glowing screens of a gaming setup; cinematic
Characteristic
Shot : Three young adults, two women and a man, are posing for a photo with their arms raised and smiling in a dimly lit room with neon lights behind them.
Aesthetic Score : 0.7
Mood : fun, youthful, energetic
Quality
Entropy : 6.70
Noise : 77
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are no visible errors in the image.
Solitude and Awe: A Hiker’s View of the Vast Ocean
A lone hiker stands on a cliff, gazing out at the endless expanse of the ocean. Rolling waves crash against the shore, while a distant coastline and green hills complete the serene landscape. This breathtaking scene evokes a sense of tranquility and adventure, leaving the viewer feeling both humbled and inspired.
Prompt
poses standing-tall: Awe-struck, contemplative, peaceful ; Tourist standing on a cliff overlooking a breathtaking view; long shot; Tourism; Scenic landscape with rolling hills and a sparkling ocean; cinematic
Characteristic
Shot : A lone hiker stands on a cliff overlooking a vast blue ocean with a coastline in the distance, enjoying the sunset.
Aesthetic Score : 0.8
Mood : tranquil, serene, contemplative
Quality
Entropy : 6.75
Noise : 99
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.10
Image errors : No noticeable artifacts or errors.
Silhouettes of Love Against a Sunset Sea
A romantic and tranquil scene unfolds as a couple stands silhouetted against a breathtaking sunset over the ocean, their connection emphasized by the dramatic lighting and vast expanse of the sea. The mood is serene and evocative, capturing the essence of love and tranquility.
Prompt
poses standing-tall: Romantic, adventurous, hopeful ; Couple standing on a ship’s deck; medium shot; Travel; Sunset over the ocean with a silhouette of a distant island; cinematic
Characteristic
Shot : A couple silhouetted against a setting sun, standing on a deck overlooking the ocean and a small island in the distance
Aesthetic Score : 0.8
Mood : romantic, serene, peaceful
Quality
Entropy : 6.48
Noise : 85
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.20
Image errors : No noticeable artifacts or errors.
Energy and Excitement on Stage: Dancers Captivate the Audience
Five dancers take center stage, their movements electrifying the crowd. Vibrant spotlights illuminate the performance, creating a lively and energetic atmosphere. The image captures the raw excitement of a live show, with the dancers’ passion and the audience’s cheers creating a palpable sense of anticipation.
Prompt
poses standing-tall: Energetic, passionate, expressive ; Group of dancers performing on a stage; wide shot; Groups; Bright stage lights and a cheering audience; cinematic
Characteristic
Shot : Five female dancers performing on stage in front of an audience, under colourful stage lighting.
Aesthetic Score : 0.7
Mood : energetic, exciting, vibrant
Quality
Entropy : 6.67
Noise : 80
Prompt Clip Score : 0.24
AI Evaluation
Likelihood of AI : 0.10
Image errors : There are slight blurriness and graininess present in the image, particularly in the background, but it is not excessively noticeable.
A Lone Astronaut Gazes at Earth from the Moon’s Surface
This awe-inspiring image captures the solitude of an astronaut standing on the lunar surface, with Earth hanging in the distance. The vastness of space and the beauty of our planet are on full display, evoking feelings of wonder and awe.
Prompt
poses standing-tall: Awe-inspiring, futuristic, surreal ; Astronaut standing on the surface of the moon; long shot; Adventure; Cratered lunar landscape with Earth in the distance; cinematic
Characteristic
Shot : An astronaut standing on the moon’s surface, looking towards the Earth in the distance. There are craters on the moon’s surface, and stars in the background.
Aesthetic Score : 0.7
Mood : solitude, wonder, vastness
Quality
Entropy : 5.74
Noise : 84
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image has a slight blurriness around the edges. The astronaut’s helmet appears slightly unnatural in shape.
Firefighter Braces Against the Blaze
A firefighter in full gear stands resolute against a backdrop of raging flames, smoke billowing into the sky. The image captures the intensity and drama of the scene, highlighting the bravery of those who face danger head-on.
Prompt
poses standing-tall: Brave, determined, selfless ; Firefighter standing in front of a burning building; medium shot; Heroism; Flames and smoke billowing from the building; cinematic
Characteristic
Shot : A firefighter in full gear stands in front of a burning building. The fire is intense and the flames are reaching high in the air.
Aesthetic Score : 0.7
Mood : intense, dramatic, serious
Quality
Entropy : 6.82
Noise : 96
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are no significant artifacts or errors in the image. The lighting and color balance are good.
Champion’s Triumph: A Moment of Glory Captured
A man basks in the spotlight, holding aloft a trophy as a cheering crowd erupts around him. The vibrant lights and celebratory atmosphere capture the essence of his hard-earned victory.
Prompt
poses standing-tall: Triumphant, proud, accomplished ; Gamer holding a trophy after winning a tournament; close-up; Gaming; Crowd cheering and flashing cameras; cinematic
Characteristic
Shot : A young man is holding a trophy above his head, celebrating in front of a cheering crowd at an indoor event. The scene is lit with vibrant stage lights and the overall atmosphere is one of excitement and celebration.
Aesthetic Score : 0.7
Mood : joyful, celebratory, triumphant
Quality
Entropy : 6.60
Noise : 72
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.10
Image errors : Minor blurriness in the background crowd.
Conquering the Peak: A Family’s Triumphant Moment
A heartwarming scene of a family standing atop a rocky mountain, their joy palpable against the backdrop of snow-capped peaks. The vastness of the landscape emphasizes their accomplishment, creating a sense of awe and adventure.
Prompt
poses standing-tall: Joyful, united, adventurous ; Family standing on a mountain peak; wide shot; Travel; Panoramic view of snow-capped mountains and a clear blue sky; cinematic
Characteristic
Shot : A family of four hikers stands on a mountain peak, arms around each other, with a breathtaking panorama of snow-capped mountains in the background.
Aesthetic Score : 0.8
Mood : joyful, adventurous, triumphant
Quality
Entropy : 6.79
Noise : 75
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.10
Image errors : There are no visible artifacts or errors in the image.
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 0.3, which is below the “good” range of 0.5 to 0.75. This suggests that the model didn’t quite capture the intended camera positions described in the prompt.
- Shot Analysis: The model scored 0.32, also below the “good” range. This indicates that the model didn’t fully understand the scene described in the prompt and didn’t create the expected shot composition.
- Aesthetic Analysis: The model scored 0.04, which is far from the “very good” range of -0.2 to 0.1. This means the generated image’s aesthetic deviated significantly from the expected aesthetic described in the prompt.
Overall, the model struggled to accurately interpret the prompt’s instructions regarding camera position, shot composition, and aesthetic style.