AI's Artistic Struggle: Capturing the Essence of Poses with Flux-schnell
- 9 minutes read - 1856 wordsTable of Contents
In the realm of artificial intelligence, the ability to generate images based on textual descriptions is a rapidly evolving field. This blog post delves into the results of an experiment where an AI model was tasked with creating images based on specific poses and scenes. While the model demonstrates proficiency in camera positioning and shot analysis, it falls short in capturing the desired aesthetic, highlighting the ongoing challenges in AI’s artistic capabilities. This exploration will delve into the model’s strengths and weaknesses, providing insights into the current state of AI-generated imagery and the potential for future advancements.
Created with: flux-schnell
A Moment of Serenity on the Mountaintop
A lone figure stands on a mountain peak, dwarfed by the vast expanse of clouds below. The serene blue sky and white clouds create a sense of peace and tranquility, while the man’s small stature against the backdrop evokes a feeling of awe and wonder. This image captures the adventurous spirit and contemplative nature of exploring the great outdoors.
Prompt
poses crossed-arms: determined, confident ; A lone explorer, standing atop a windswept mountain peak; wide shot; Adventure; a vast, breathtaking panorama of snow-capped peaks and swirling clouds; cinematic
Characteristic
Shot : A man standing on a mountain peak, looking out at a vast expanse of clouds and snow-capped mountains.
Aesthetic Score : 0.7
Mood : inspiring, adventurous, contemplative
Quality
Entropy : 6.70
Noise : 92
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.20
Image errors : No noticeable errors or artifacts.
Silhouetted Against the Setting Sun
A solitary figure stands with arms crossed, their silhouette stark against the fiery hues of a sunset cityscape. The image evokes a sense of drama, mystery, and stoic strength.
Prompt
poses crossed-arms: powerful, stoic ; A superhero, silhouetted against a blazing sunset; medium shot; Heroism; a cityscape with towering skyscrapers and a fiery sky; cinematic
Characteristic
Shot : A muscular man stands silhouetted against a sunset over a cityscape. The focus is on the man, and the city is blurred in the background.
Aesthetic Score : 0.6
Mood : dramatic, powerful, intense
Quality
Entropy : 6.04
Noise : 54
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image appears to be slightly overexposed, and the colors are a bit washed out.
The Glow of Competition: Young Gamers Immersed in the Digital Arena
A dimly lit room pulsates with the energy of intense competition. Young men, heads down, eyes glued to their screens, are locked in a digital battle. The focused expressions and dramatic lighting create a sense of mystery and intrigue, highlighting the immersive world of competitive gaming.
Prompt
poses crossed-arms: focused, intense ; A group of gamers, huddled around a glowing computer screen; close-up; Gaming; a dimly lit room with neon lights and gaming peripherals; cinematic
Characteristic
Shot : A group of young people are gathered around a table, each with a headset on and focused on their computer screens. The room is lit with purple and pink neon lights, giving it a futuristic and gamer-like feel.
Aesthetic Score : 0.5
Mood : focused, competitive, futuristic
Quality
Entropy : 6.26
Noise : 72
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image is slightly blurry, particularly in the background. The lighting is uneven, with some areas being too dark and others too bright. The image is also a bit too cluttered, with too many things happening in the background.
Parisian Dreams: A Woman’s Contemplative Gaze at the Eiffel Tower
A captivating image of a woman standing on a Parisian street, her gaze fixed on the iconic Eiffel Tower. The dreamy atmosphere and her longing pose evoke a sense of romantic contemplation and wonder.
Prompt
poses crossed-arms: awe-struck, contemplative ; A young woman, gazing out at the Eiffel Tower; medium shot; Tourism; a bustling Parisian street with charming cafes and cobblestone streets; cinematic
Characteristic
Shot : A young woman is standing in the street, looking up at the Eiffel Tower. The street is lined with shops and cafes, and there are people walking by in the background.
Aesthetic Score : 0.7
Mood : dreamy, romantic, Parisian
Quality
Entropy : 6.88
Noise : 91
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are some minor artifacts in the image, particularly in the background. The image is also a bit blurry, which could be due to the camera settings or the movement of the subject.
Finding Serenity on a Deserted Beach
A man in casual wear stands on a pristine, deserted beach, his arms crossed and a backpack slung over his shoulder. The image evokes a sense of calm and carefree summer vibes, capturing the essence of relaxation and peacefulness.
Prompt
poses crossed-arms: free-spirited, adventurous ; A backpacker, standing on a deserted beach; long shot; Travel; a pristine beach with turquoise waters and palm trees swaying in the breeze; cinematic
Characteristic
Shot : A man standing on a beach with a backpack, facing the camera and smiling. The background is a beach with clear blue sky and palm trees in the distance.
Aesthetic Score : 0.6
Mood : happy, relaxed, summery
Quality
Entropy : 6.56
Noise : 53
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.10
Image errors : No noticeable errors
Spacebound: Astronauts Prepare for Epic Journey
A group of astronauts, clad in their spacesuits, stand poised before a colossal spaceship, their faces reflecting a mix of seriousness, adventure, and hope. The vast expanse of space, with a distant planet as a backdrop, sets the stage for an awe-inspiring journey into the unknown.
Prompt
poses crossed-arms: determined, united ; A team of astronauts, standing in the shadow of a colossal spaceship; medium shot; Heroism; a futuristic spaceport with gleaming metal and swirling nebulae; cinematic
Characteristic
Shot : A group of astronauts in spacesuits stand in front of a large spaceship, presumably about to embark on a mission.
Aesthetic Score : 0.7
Mood : futuristic, hopeful, anticipation
Quality
Entropy : 6.74
Noise : 110
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.80
Image errors : Some minor artifacts are visible on the spaceship and the astronauts’ suits. The lighting appears slightly artificial.
VR Adventures: A Group of Friends Embark on a Digital Journey
A group of young people, their faces lit by colorful lights, stand in a dimly lit room, each immersed in their own virtual reality experience. The playful energy and curious expressions suggest a shared adventure, while the dynamic movement adds a sense of excitement to the scene.
Prompt
poses crossed-arms: excited, triumphant ; A group of friends, celebrating a victory in a virtual reality game; close-up; Gaming; a brightly lit arcade with flashing lights and immersive VR headsets; cinematic
Characteristic
Shot : Group of friends wearing VR headsets, having fun together at an event or exhibition.
Aesthetic Score : 0.6
Mood : playful, excited, curious
Quality
Entropy : 6.86
Noise : 96
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.20
Image errors : No visible image errors, the image is well-exposed and sharp.
Contemplating the Cityscape
A solitary figure stands on a bridge, arms crossed, gazing out at a hazy cityscape. The contrast between the man in the foreground and the distant urban sprawl creates a sense of calm contemplation and urban solitude.
Prompt
poses crossed-arms: reflective, introspective ; A lone traveler, standing on a bridge overlooking a bustling city; medium shot; Travel; a vibrant cityscape with towering buildings and a river flowing below; cinematic
Characteristic
Shot : A man is standing on a bridge looking out over a city skyline. There is a railing in front of him and a river behind.
Aesthetic Score : 0.6
Mood : serious, contemplative, confident
Quality
Entropy : 6.77
Noise : 90
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are no noticeable artifacts or errors in the image.
Summit Success: Friends Celebrate a Breathtaking View
Four friends stand triumphantly on a mountaintop, their backs to the camera as they soak in the panoramic vista of rolling hills and distant peaks. The image radiates joy, adventure, and optimism, capturing the essence of reaching a summit and the freedom it brings.
Prompt
poses crossed-arms: accomplished, exhilarated ; A group of hikers, standing at the summit of a mountain; wide shot; Adventure; a panoramic view of rolling hills and lush forests; cinematic
Characteristic
Shot : Four young adults stand on a rocky mountaintop, looking out over a vast valley of rolling green hills. They are all wearing casual clothing and backpacks. The sky is blue and clear, with a few fluffy clouds.
Aesthetic Score : 0.7
Mood : adventurous, hopeful, joyful
Quality
Entropy : 6.63
Noise : 105
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.30
Image errors : No major image errors, but the image is slightly blurry.
Friends Embrace Cultural Wonder at Majestic Mosque
A vibrant group of friends capture a moment of joy and cultural immersion in front of a stunning mosque, its intricate architecture creating a backdrop of awe and intrigue.
Prompt
poses crossed-arms: happy, excited ; A group of tourists, posing for a photo in front of a famous landmark; medium shot; Tourism; a historic landmark with intricate architecture and vibrant colors; cinematic
Characteristic
Shot : A group of friends pose in front of a grand, ornate building in India.
Aesthetic Score : 0.6
Mood : happy, friendly, adventurous
Quality
Entropy : 6.86
Noise : 76
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.00
Image errors : There are no visible artifacts or errors in the image.
Conclusion
The results show that the generative AI model performed well in terms of camera position and shot analysis, but struggled with aesthetic analysis. Here’s a breakdown:
Camera Position:
- Score: 0.41
- Interpretation: This score falls below the “good” range of 0.5 to 0.75. It suggests that the model didn’t perfectly capture the intended camera positions described in the prompt.
Shot Analysis:
- Score: 0.53
- Interpretation: This score falls within the “good” range of 0.5 to 0.75. It indicates that the model was able to understand the scene described in the prompt and create a shot that aligns with it to a decent degree.
Aesthetic Analysis:
- Score: 0.13
- Interpretation: This score is significantly higher than the “very good” range of -0.2 to 0.1. It suggests that the generated image’s aesthetic deviated considerably from the expected aesthetic described in the prompt.
Overall:
The model demonstrates a good understanding of camera positions and shot composition, but struggles to accurately capture the desired aesthetic. This suggests that the model might need further training to better understand and translate aesthetic descriptions into visual outputs.
Sources:
- https://www.writerswrite.co.za/cheat-sheets-for-writing-body-language/
- https://mads3df.wordpress.com/2013/09/04/storytelling-poses/
- https://www.pinterest.com/pegasister890/character-poses/
- https://www.youtube.com/watch?v=udky6ANxWws
- https://maven.com/articles/storytelling-techniques
- https://fal.ai/models/fal-ai/flux/schnell/api