AI's Artistic Journey: Capturing Poses, But Missing the Mark on Scene with Flux-schnell
- 9 minutes read - 1892 wordsTable of Contents
In the realm of artificial intelligence, the ability to generate images based on text prompts 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 detailed scene descriptions, focusing on the poses of the subjects within those scenes. The model demonstrated a strong understanding of the desired aesthetic, but struggled with accurately capturing the camera position and shot composition. This analysis explores the model’s performance, highlighting its strengths and weaknesses, and provides insights into the challenges and opportunities in AI-generated imagery.
Created with: flux-schnell
A Moment of Solitude on the Mountaintop
A lone figure stands on a majestic mountain peak, dwarfed by the vast expanse of clouds below. The sun shines brightly, casting a golden glow on the scene. This tranquil image evokes a sense of awe, solitude, and inspiration.
Prompt
poses ankle-cross: Determined, confident, facing the unknown ; A lone adventurer, standing atop a windswept mountain peak; wide shot; Adventure; Dramatic sky with swirling clouds; cinematic
Characteristic
Shot : A lone figure stands on a rocky peak overlooking a vast expanse of clouds.
Aesthetic Score : 0.7
Mood : serene, contemplative, adventurous
Quality
Entropy : 6.82
Noise : 88
Prompt Clip Score : 0.25
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image appears to be slightly overexposed, resulting in a slightly washed-out appearance. Some artifacts are visible in the clouds.
Silhouetted Hero: A Powerful Pose Against the Sunset
A dramatic silhouette of a superhero, arms raised in a powerful pose, stands against a vibrant sunset and city skyline. The scene evokes a sense of epic heroism and drama, capturing the essence of a powerful moment.
Prompt
poses ankle-cross: Powerful, heroic, standing tall ; A superhero, silhouetted against a blazing sunset; medium shot; Heroism; City skyline with towering buildings; cinematic
Characteristic
Shot : A silhouette of a superhero standing with his arms raised, against a backdrop of a city skyline at sunset.
Aesthetic Score : 0.6
Mood : epic, heroic, inspiring
Quality
Entropy : 6.61
Noise : 46
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are no visible artifacts or errors in the image. The silhouette is well-defined and the colors are consistent.
Lost in the Neon Glow: A Glimpse into the Future of VR
A person immersed in a virtual world, bathed in the ethereal glow of neon lights. This image captures the futuristic potential of VR, blending technological advancement with a sense of mystery and intrigue.
Prompt
poses ankle-cross: Immersed, concentrated, in the zone ; A gamer, intensely focused on a virtual reality headset; close-up; Gaming; Futuristic, neon-lit gaming room; cinematic
Characteristic
Shot : A young man wearing a VR headset, with a blurred background of neon lights, likely in a gaming room or studio.
Aesthetic Score : 0.7
Mood : futuristic, techy, focused
Quality
Entropy : 6.84
Noise : 75
Prompt Clip Score : 0.25
AI Evaluation
Likelihood of AI : 0.20
Image errors : The subject’s face is slightly blurry, likely due to the motion of the head. The neon lights are overexposed.
Contemplating the Vastness: A Woman Finds Tranquility in the Mountains
A woman stands on a stone platform, gazing out at a sprawling valley and majestic mountains. The vastness of the landscape evokes a sense of tranquility and adventure, inviting viewers to contemplate the beauty of nature.
Prompt
poses ankle-cross: Awe-struck, contemplative, taking in the beauty ; A tourist, gazing out at a breathtaking vista; medium shot; Tourism; Ancient ruins with a panoramic view; cinematic
Characteristic
Shot : A young woman with long hair is standing on a stone structure overlooking a vast mountain range with a city in the background.
Aesthetic Score : 0.6
Mood : adventurous, serene, inspiring
Quality
Entropy : 6.81
Noise : 108
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.20
Image errors : No noticeable image errors.
A Moment of Solitude in the Desert
A lone traveler stands on a sand dune, gazing out at the vast desert landscape. The soft blue sky and warm glow of the setting sun create a serene and contemplative mood. The dramatic scale of the scene emphasizes the traveler’s sense of solitude and adventure.
Prompt
poses ankle-cross: Free-spirited, adventurous, embracing the unknown ; A backpacker, standing at the edge of a vast desert; wide shot; Travel; Endless sand dunes stretching into the horizon; cinematic
Characteristic
Shot : A man in a blue shirt and jeans is standing on a sand dune, looking out at the desert landscape. He is wearing a backpack and has a thoughtful expression on his face.
Aesthetic Score : 0.6
Mood : calm, adventurous, contemplative
Quality
Entropy : 6.66
Noise : 65
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.20
Image errors : No significant image errors
City Lights, City Smiles: Friends Capture the Vibrant Energy
A group of friends radiate joy and laughter as they pose amidst the bustling energy of a city street. The vibrant atmosphere, dynamic composition, and colorful lights create a sense of movement and excitement, capturing the essence of a fun-filled outing.
Prompt
poses ankle-cross: Joyful, carefree, enjoying each other’s company ; A group of friends, laughing and celebrating; medium shot; Groups; Vibrant, bustling street scene with colorful lights; cinematic
Characteristic
Shot : A group of young women are standing in a brightly lit city street at night. The woman in the center is in the middle of a playful pose, putting her leg up on the woman next to her.
Aesthetic Score : 0.7
Mood : joyful, playful, friendly
Quality
Entropy : 6.92
Noise : 106
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.10
Image errors : Slight blurriness in some of the background elements, but doesn’t significantly affect the overall image.
A Knight’s Tale: Power and Mystery in a Medieval Courtyard
A lone knight, bathed in dramatic light and shadow, stands guard in the courtyard of a majestic medieval castle. His sword and shield, held with unwavering resolve, speak of strength and courage. The cloudy sky and towering stone structure add to the epic and mysterious atmosphere of this scene.
Prompt
poses ankle-cross: Stoic, vigilant, protecting the realm ; A lone warrior, standing guard at a castle gate; medium shot; Heroism; Majestic castle with a moat and drawbridge; cinematic
Characteristic
Shot : A man in medieval armor stands in front of a castle, holding a sword. The castle is built of stone and has a tall tower in the center. The man is wearing a green tunic and a helmet with a plume. He is holding a sword in his right hand and a shield in his left hand. The background is cloudy and dramatic.
Aesthetic Score : 0.7
Mood : dramatic, mysterious, heroic
Quality
Entropy : 6.80
Noise : 102
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.30
Image errors : No visible image errors.
Campfire Companionship: A Cozy Gathering in the Woods
Four friends share laughter and warmth around a crackling campfire, creating a scene of intimacy and connection under the starry sky. The warm glow of the fire illuminates their faces, highlighting the joy of their shared moment.
Prompt
poses ankle-cross: Intrigued, curious, sharing stories ; A group of explorers, huddled around a campfire; close-up; Adventure; Dense forest with flickering flames; cinematic
Characteristic
Shot : A group of young adults are gathered around a campfire in a forest setting. The fire is burning brightly, casting a warm glow on the scene. The group is engaged in conversation and appears to be enjoying each other’s company.
Aesthetic Score : 0.7
Mood : cozy, relaxing, friendly
Quality
Entropy : 6.48
Noise : 105
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.20
Image errors : There is some slight noise and grain in the image, especially in the darker areas.
Neon Dreams: A Glimpse into the Future of Footwear
This close-up shot captures a futuristic shoe bathed in vibrant neon light. The blurred background hints at a world of gaming and technology, adding to the sense of mystery and intrigue surrounding this unique design.
Prompt
poses ankle-cross: Excited, victorious, celebrating success ; A gamer, triumphantly raising their hands after winning a game; close-up; Gaming; Brightly lit gaming console with flashing lights; cinematic
Characteristic
Shot : Close-up of a person’s foot wearing a futuristic looking shoe. The foot is resting on a desk with a keyboard and a monitor in the background. The scene is lit with vibrant pink and purple lights.
Aesthetic Score : 0.4
Mood : futuristic, edgy, playful
Quality
Entropy : 6.84
Noise : 59
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.10
Image errors : Some minor image noise and grain are visible in the image.
Lost in the City Lights: A Rooftop Romance
A couple embraces on a rooftop balcony, their silhouettes framed against a breathtaking cityscape bathed in the glow of a thousand lights. The scene evokes a sense of intimacy and wonder, as the couple’s smallness against the vast urban landscape creates a powerful sense of perspective.
Prompt
poses ankle-cross: Intimate, romantic, enjoying the view together ; A couple, standing on a balcony overlooking a bustling city; medium shot; Travel; Romantic cityscape with twinkling lights; cinematic
Characteristic
Shot : A couple standing on a rooftop overlooking a city skyline at night. The man is wearing a plaid shirt and jeans, and the woman is wearing a white dress. The city lights create a warm glow, and the cityscape looks very busy.
Aesthetic Score : 0.6
Mood : romantic, intimate, urban
Quality
Entropy : 6.71
Noise : 84
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.30
Image errors : The image appears to be slightly overexposed, resulting in blown-out highlights in the city lights. Some of the city lights have halos or ghosting. The image is slightly soft, perhaps due to a lack of sharpness.
Conclusion
The results show that the generative AI model performed well in understanding the scene and camera position, but struggled with the aesthetic aspect. Here’s a breakdown:
- Camera Position: The model scored 0.4, indicating a fair performance. This means the camera position in the generated image was somewhat different from what was requested in the prompt. While not excellent, it’s still within the acceptable range.
- Shot Analysis: The model scored 0.455, also indicating a fair performance. This means the generated image’s shot composition was somewhat different from what was expected based on the prompt. Again, not ideal, but still within a reasonable range.
- Aesthetic Analysis: The model scored 0.2, which is considered very good. This means the generated image’s aesthetic closely matched the expected aesthetic based on the prompt.
Overall, the model seems to be better at capturing the desired aesthetic than understanding the scene and camera position. It’s important to note that these scores are relative and depend on the specific prompt and the model’s capabilities.
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