AI Captures the Scene, But Struggles with the Pose with Stability-ai-ultra
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In the realm of artificial intelligence, image generation has emerged as a fascinating area of exploration. Generative AI models, trained on vast datasets of images and text, have the ability to create stunning visuals based on textual prompts. However, these models are not without their limitations. One such limitation is the ability to accurately capture poses in generated images. This blog post delves into the performance of a generative AI model in creating images based on scene descriptions, focusing on its strengths and weaknesses in capturing poses. We will explore how the model excels in understanding scene descriptions and aesthetics, but struggles with accurately representing poses. Through this analysis, we aim to shed light on the current state of AI image generation and its potential for future development.
Created with: stability-ai-ultra
A Solitary Figure in a Majestic Mountain Valley
A lone hiker, clad in red, stands amidst a breathtaking snowy landscape, dwarfed by towering snow-capped peaks. The scene evokes a sense of serenity, adventure, and awe, highlighting the isolation and grandeur of the natural world.
Prompt
poses leaning-in: determined, focused ; A lone adventurer; close-up; Adventure; a vast, snow-capped mountain range; cinematic
Characteristic
Shot : A lone hiker stands on a snowy mountain peak with a majestic view of a snow-capped mountain range, with a clear blue sky above.
Aesthetic Score : 0.7
Mode : peaceful, serene, adventurous
Quality
Entropy : 6.55
Noise : 83
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.20
Image errors : No noticeable artifacts or errors. There is a slight level of blur in the distance, but it’s within acceptable limits for an image of this type.
Superman Soars Through a City in Flames
A dramatic image captures Superman in mid-flight, soaring above a city engulfed in flames and smoke. The scene evokes a sense of action, urgency, and danger, highlighting the superhero’s heroic presence in the face of chaos.
Prompt
poses leaning-in: powerful, heroic ; A superhero in mid-flight; dynamic shot; Heroism; a cityscape with a burning building in the background; cinematic
Characteristic
Shot : A superhero, possibly Superman, is flying through the air over a city. There is a large fire or explosion in the foreground.
Aesthetic Score : 0.7
Mode : action, dramatic, heroic
Quality
Entropy : 6.97
Noise : 80
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.80
Image errors : The fire appears to be generated by AI, and it is not well integrated with the background. There are some artifacts and blurriness in the background.
In the Zone: A Gamer’s Intense Focus Under Neon Lights
A dimly lit room, vibrant screen, and a player’s hands flying across the keyboard - this image captures the raw energy and focus of a gamer fully immersed in a fast-paced video game. The low lighting adds a layer of suspense, highlighting the intensity of the moment.
Prompt
poses leaning-in: intense, focused ; A gamer’s hands on a keyboard; close-up; Gaming; a brightly lit computer screen displaying a game; cinematic
Characteristic
Shot : A gamer is playing a video game in a dimly lit room, hands on the keyboard and mouse, the monitor displays a futuristic action game with bright colors and effects.
Aesthetic Score : 0.6
Mode : intense, focused, futuristic
Quality
Entropy : 6.85
Noise : 63
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.20
Image errors : Some noise is visible in the darker areas, which might be due to low light conditions.
Silhouettes of Love at Sunset
A couple strolls hand-in-hand along a tranquil beach as the sun dips below the horizon, casting a warm glow and creating a romantic and serene atmosphere. The silhouettes against the golden sky evoke a sense of intimacy and mystery, while the gentle waves add a touch of rhythm to this peaceful scene.
Prompt
poses leaning-in: romantic, awe-inspired ; A couple gazing at a breathtaking sunset; medium shot; Tourism; a panoramic view of a beach with the sun setting over the ocean; cinematic
Characteristic
Shot : A couple walking on a beach at sunset, with the sun setting in the distance behind them.
Aesthetic Score : 0.8
Mode : romantic, peaceful, serene
Quality
Entropy : 6.67
Noise : 88
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.20
Image errors : No obvious image errors or artifacts.
Lost in Thought, Watching the World Go By
A young man sits by the window of a train, his gaze fixed on a beautiful landscape. The rain streaks the window, blurring the view and adding to the sense of solitude and contemplation. The image evokes a feeling of peace and longing, as the man seems lost in thought, watching the world pass him by.
Prompt
poses leaning-in: reflective, adventurous ; A backpacker looking out of a train window; close-up; Travel; a passing landscape of rolling hills and green fields; cinematic
Characteristic
Shot : A man is looking out of the window of a train, traveling through a hilly landscape.
Aesthetic Score : 0.7
Mode : reflective, contemplative, journey
Quality
Entropy : 6.75
Noise : 76
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.10
Image errors : No visible artifacts or errors.
Campfire Glow: A Moment of Peace and Nostalgia
Four friends gather around a crackling campfire in the woods, creating a warm and inviting atmosphere. The scene evokes feelings of calm, coziness, and nostalgia, capturing the essence of a perfect evening under the stars.
Prompt
poses leaning-in: intimate, warm ; A group of friends huddled together around a campfire; medium shot; Groups; a dark forest with the firelight illuminating their faces; cinematic
Characteristic
Shot : Four young adults are huddled around a campfire in a dark forest. They are all looking at the flames.
Aesthetic Score : 0.6
Mode : mysterious, suspenseful, intimate
Quality
Entropy : 6.63
Noise : 86
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.10
Image errors : There are some minor artifacts visible in the image, particularly in the background.
On the Front Lines: A Soldier’s Tense Focus Amidst Chaos
This image captures the raw intensity of combat, with a soldier in camouflage gear aiming a rifle directly at the viewer. The blurry background of smoke and fire adds to the sense of urgency and danger, highlighting the chaotic and explosive situation.
Prompt
poses leaning-in: intense, focused ; A soldier peering through a sniper scope; close-up; Heroism; a battlefield with smoke and explosions in the distance; cinematic
Characteristic
Shot : A soldier wearing camouflage is aiming a rifle with a scope at the viewer. The background is blurry with flames and smoke.
Aesthetic Score : 0.6
Mode : intense, serious, war
Quality
Entropy : 6.85
Noise : 79
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.60
Image errors : The image appears to have been sharpened excessively, which makes it look a bit artificial. There are also some minor artifacts around the edges of the image.
Lost in the Lush: Hikers Venture Deep into the Jungle
A group of hikers disappears into the dense foliage of a lush jungle, creating a sense of mystery and adventure. The image, taken from behind the hikers, captures the serene beauty of the trail ahead, inviting viewers to imagine the wonders that lie hidden within the green depths.
Prompt
poses leaning-in: determined, adventurous ; A group of explorers navigating a dense jungle; wide shot; Adventure; lush green foliage and towering trees; cinematic
Characteristic
Shot : A group of hikers are walking on a trail in a dense jungle, sunlight filters through the leaves.
Aesthetic Score : 0.7
Mode : serene, adventurous, mysterious
Quality
Entropy : 6.64
Noise : 106
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.20
Image errors : No visible artifacts or errors.
Neon Glow: A Gamer’s Focus in the Digital Realm
A young man is immersed in a video game, his face illuminated by vibrant neon lights. The intensity of the moment is palpable, creating a futuristic and dramatic atmosphere.
Prompt
poses leaning-in: excited, immersed ; A gamer’s face lit by the screen; close-up; Gaming; a vibrant, colorful game interface; cinematic
Characteristic
Shot : A young man is playing video games in a dimly lit room with colorful lights in the background.
Aesthetic Score : 0.6
Mode : intense, focused, dramatic
Quality
Entropy : 6.80
Noise : 78
Prompt Clip Score : 0.25
AI Evaluation
Likelihood of AI : 0.20
Image errors : No visible artifacts or errors
Silhouettes of Hope: A Family’s Moment of Tranquility Against the City Lights
A captivating image captures a family of four silhouetted against the backdrop of a vibrant cityscape at dusk. The warm glow of streetlights illuminates the scene, creating a sense of tranquility and hope. The silhouetted figures add an element of mystery and intrigue, while the bright city lights provide a stark contrast and a sense of scale.
Prompt
poses leaning-in: joyful, appreciative ; A family looking out at a cityscape from a rooftop; medium shot; Tourism; a sprawling city skyline with twinkling lights; cinematic
Characteristic
Shot : A family of four, a father and three daughters, are sitting on a rooftop overlooking a city skyline at dusk. The city lights are twinkling in the distance, and the sky is a soft pink and orange.
Aesthetic Score : 0.8
Mode : serene, peaceful, heartwarming
Quality
Entropy : 6.58
Noise : 80
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image is slightly blurry, and the city lights in the background are not in focus. This could be due to the camera’s settings or the lighting conditions.
Conclusion
The results show that the generative AI model performed well in terms of understanding the scene and camera position, but struggled with the aesthetic aspect. Here’s a breakdown:
- Camera Position: The model scored 0.45, 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 0.535, 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 0.1, which is considered very good. This means that the generated image’s aesthetic closely matched the expected aesthetic described in the prompt.
Overall, the model demonstrates a good understanding of the scene and shot composition, but needs improvement in accurately capturing the intended camera position. The aesthetic of the generated image is very close to the expected aesthetic.