AI Captures the Pose, But Misses the Vibe with Stability-ai-ultra
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The world of AI image generation is rapidly evolving, with models capable of creating stunning visuals from text prompts. However, achieving a perfect match between the desired aesthetic and the generated image remains a challenge. This blog post examines the results of an experiment where an AI model was tasked with generating images based on specific poses and scenes, revealing both its strengths and weaknesses.
Created with: stability-ai-ultra
Silhouetted Against the Sunset: A Moment of Solitude and Awe
A lone figure stands on a rocky mountain peak, their silhouette stark against a breathtaking sunset. Below, a sea of clouds stretches out, creating a sense of vastness and tranquility. The scene evokes a feeling of inspiration and wonder, capturing the majesty of nature and the power of solitude.
Prompt
poses thoughtful-pose: determined, contemplative ; Lone figure standing on a mountain peak; wide shot; heroism; dramatic sky with clouds; cinematic
Characteristic
Shot : A solitary figure stands on a mountain peak at sunset, looking out over a sea of clouds. The sky is ablaze with color, creating a dramatic backdrop for the scene.
Aesthetic Score : 0.75
Mood : serene, inspiring, contemplative
Quality
Entropy : 6.68
Noise : 78
Prompt Clip Score : 0.24
AI Evaluation
Likelihood of AI : 0.20
Image errors : No noticeable artifacts or errors are present in the image.
Unveiling the Secrets of the Ancient Temple
A lone adventurer, map in hand, stands before a weathered stone structure, his focused expression hinting at the mysteries that lie within. The air is thick with anticipation and the promise of discovery, as he prepares to embark on a journey into the unknown.
Prompt
poses thoughtful-pose: curious, adventurous ; Explorer looking at a map, surrounded by ancient ruins; medium shot; adventure; jungle foliage; cinematic
Characteristic
Shot : A man in a hat and a backpack is looking at a map in front of an ancient temple in the jungle.
Aesthetic Score : 0.7
Mood : adventurous, mysterious, thoughtful
Quality
Entropy : 6.93
Noise : 88
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image is slightly blurry in the background, especially the temple. It looks like there is some noise and artifacting around the edges of the image and around the person’s face.
Neon Glow, Intense Focus: Gamer Lost in the Virtual World
A young man, headphones on, is completely immersed in his video game. Vibrant neon lights illuminate the scene, creating a dynamic and energetic atmosphere that reflects the intensity of his focus. The dramatic lighting adds a visual punch, capturing the thrill of the gaming experience.
Prompt
poses thoughtful-pose: intense, focused ; Gamer intensely focused on a screen, hands on a controller; close-up; gaming; neon lights and gaming peripherals; cinematic
Characteristic
Shot : A young man with headphones is playing video games in a room lit by neon lights. He is holding a controller and looking intently at the screen.
Aesthetic Score : 0.6
Mood : intense, focused, gamer
Quality
Entropy : 6.68
Noise : 69
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.20
Image errors : Some minor color banding in the background, likely due to compression or noise reduction.
Silhouetted Solitude: A Moment of Contemplation Above the City
A solitary figure sits on a ledge, their back to the viewer, gazing out over a sprawling cityscape. The cloudy sky and distant buildings create a sense of peace and reflection, highlighting the individual’s smallness against the vastness of the urban landscape.
Prompt
poses thoughtful-pose: awe-struck, contemplative ; Tourist gazing at a breathtaking cityscape; medium shot; tourism; bustling city streets; cinematic
Characteristic
Shot : A person sitting on a ledge overlooking a city, with a cloudy sky and buildings in the background. The person is wearing a red jacket and a black cap. There are trees on either side of the person.
Aesthetic Score : 0.7
Mood : tranquil, contemplative, serene
Quality
Entropy : 6.85
Noise : 84
Prompt Clip Score : 0.25
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are no noticeable artifacts or errors in the image.
Sunset Serenade: A Romantic Cliffside Adventure
Experience the magic of a breathtaking sunset over the ocean as two lovers share an intimate moment on a cliffside. The sky paints a romantic picture with hues of pink, orange, and purple, while the deep blue water stretches out endlessly. This serene and adventurous scene is perfect for those seeking a sense of wonder and awe.
Prompt
poses thoughtful-pose: relaxed, introspective ; Backpackers sitting on a cliff overlooking a vast ocean; wide shot; travel; sunset sky; cinematic
Characteristic
Shot : Two people are sitting on a cliff overlooking the ocean at sunset. The sun is setting in the distance, and the sky is filled with vibrant colors.
Aesthetic Score : 0.8
Mood : romantic, serene, peaceful
Quality
Entropy : 6.84
Noise : 93
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.10
Image errors : There are no noticeable errors in the image.
Campfire Tales Under the Milky Way
A group of friends gather around a crackling campfire, sharing stories and laughter under a breathtaking night sky. The Milky Way stretches across the darkness, adding a touch of magic to their cozy gathering.
Prompt
poses thoughtful-pose: intimate, nostalgic ; Group of friends huddled around a campfire, sharing stories; medium shot; groups; starry night sky; cinematic
Characteristic
Shot : A group of friends are sitting around a campfire under a starry sky, likely camping. The Milky Way is visible in the background.
Aesthetic Score : 0.7
Mood : cozy, adventurous, friendly
Quality
Entropy : 6.75
Noise : 105
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.80
Image errors : The fire and the stars look a bit too perfect and artificial. This is a common issue with AI-generated images.
Silhouetted Solitude: A Moment of Contemplation in the City Lights
A lone figure stands on a rooftop, their silhouette stark against the vibrant cityscape. The deep purple sky and twinkling lights below evoke a sense of melancholy and contemplation, capturing the essence of urban solitude.
Prompt
poses thoughtful-pose: reflective, hopeful ; A lone figure standing on a bridge, looking out at the city lights; medium shot; heroism; cityscape at night; cinematic
Characteristic
Shot : A lone figure stands on a rooftop overlooking a city skyline at night. The city lights are twinkling and the sky is a deep blue.
Aesthetic Score : 0.7
Mood : melancholic, hopeful, introspective
Quality
Entropy : 6.87
Noise : 81
Prompt Clip Score : 0.25
AI Evaluation
Likelihood of AI : 0.30
Image errors : There are some slight artifacts in the sky, but they are not very noticeable.
Lost in the Emerald Embrace: A Journey Through Sun-Dappled Jungle
A serene and adventurous hike through a lush, green jungle. The sun’s rays pierce the canopy, casting dappled light and creating a sense of mystery. The figures in the distance add to the grandeur of the scene, inviting you to explore the unknown.
Prompt
poses thoughtful-pose: determined, cautious ; A group of adventurers navigating a dense forest; wide shot; adventure; lush green foliage; cinematic
Characteristic
Shot : A group of people are hiking through a dense jungle. They are all wearing backpacks and are walking in single file along a narrow path. The sunlight is shining through the trees, creating a sense of mystery and adventure.
Aesthetic Score : 0.7
Mood : adventurous, mysterious, serene
Quality
Entropy : 6.84
Noise : 89
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image appears slightly overexposed, the greens are slightly oversaturated and there is slight blurriness in the edges of the image.
Victory is Sweet: Gamer’s Joy Captured in a Burst of Color
This vibrant image captures the pure joy of a young man celebrating a video game victory. The blurred background and dynamic lighting create a sense of excitement and energy, highlighting the player’s triumphant expression.
Prompt
poses thoughtful-pose: triumphant, excited ; A gamer celebrating a victory, fist raised in the air; close-up; gaming; vibrant gaming setup; cinematic
Characteristic
Shot : A young man in a red hoodie, wearing headphones, is playing a video game and appears excited or surprised. His fist is raised in the air.
Aesthetic Score : 0.7
Mood : intense, energetic, excited
Quality
Entropy : 6.80
Noise : 73
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image appears to be slightly overexposed, and the colors are a little bit too saturated.
Silhouettes of Love Against a Fiery Sunset
A heartwarming scene unfolds as a family of four stands silhouetted against a breathtaking sunset, their figures etched against the vibrant sky as they gaze out at the vast ocean. The tranquil mood and dramatic effect of the silhouettes create a memorable image of love and connection.
Prompt
poses thoughtful-pose: peaceful, hopeful ; A family standing on a beach, watching the sunrise; wide shot; tourism; golden sunrise over the ocean; cinematic
Characteristic
Shot : A family of four stands silhouetted against a stunning sunset on a beach, looking out at the ocean.
Aesthetic Score : 0.7
Mood : peaceful, serene, nostalgic
Quality
Entropy : 6.59
Noise : 78
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.20
Image errors : No noticeable errors. The silhouettes are well defined and the image is sharp.
Conclusion
The results of the analysis show that the generative AI model performed well in understanding the camera position and shot composition, but struggled with the aesthetic aspect of the image.
Here’s a breakdown:
- Camera Position: The model scored 0.5, which falls within the “good” range (0.5 to 0.75). This means the generated image’s camera position was fairly close to what was requested in the prompt.
- Shot Analysis: The model scored 0.54, also within the “good” range. This indicates the model successfully captured the intended shot type, like a close-up or wide shot, as described in the prompt.
- Aesthetic Analysis: The model scored 0.0, which is considered “very good” (-0.2 to 0.1). This suggests that the generated image’s aesthetic style was significantly different from what was expected based on the prompt.
Overall, the model demonstrates a good understanding of camera positioning and shot composition, but needs improvement in generating images that match the desired aesthetic.