AI's Artistic Struggle: Capturing the Essence of Style with Leonardo-ai
- 9 minutes read - 1863 wordsTable of Contents
The world of AI is rapidly evolving, with advancements in image generation pushing the boundaries of what’s possible. However, replicating the nuances of human artistic expression remains a significant challenge. This blog post examines the results of an experiment using a generative AI model to create images based on specific aesthetic styles. The model demonstrates a good understanding of camera positions and shot composition, but struggles to capture the desired aesthetic. This highlights the ongoing challenges of AI in capturing the essence of artistic style, particularly in conveying the emotional and subjective elements that make art so compelling.
Created with: leonardo-ai
A Knight’s Silhouette Against the Setting Sun
A lone knight on horseback rides towards a majestic castle, bathed in the warm glow of the setting sun. The scene evokes a sense of epic adventure and nostalgia, with the dramatic use of light and shadow highlighting the knight’s solitude and the castle’s imposing presence.
Prompt
Romantic: Epic and hopeful ; A lone knight; wide shot; heroism; a majestic castle bathed in the golden light of sunset; cinematic
Characteristic
Shot : A lone knight on horseback gazes at a majestic castle perched on a hilltop, bathed in the golden glow of a setting sun.
Aesthetic Score : 0.8
Mood : epic, nostalgic, melancholic
Quality
Entropy : 6.75
Noise : 102
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.10
Image errors : No noticeable errors
Sunset Romance on the Mountaintop
A couple strolls hand-in-hand along a mountain trail, silhouetted against a breathtaking sunset. Their shared gaze speaks volumes about their connection, while the vast mountain landscape adds a sense of adventure and hope to this romantic scene.
Prompt
Romantic: Intimate and adventurous ; A couple holding hands, silhouetted against the setting sun; medium shot; adventure; a vast, rugged mountain range; cinematic
Characteristic
Shot : A couple is silhouetted against a vibrant sunset, standing on a mountaintop with a vast, layered mountain range stretching out before them. The warm glow of the setting sun casts a romantic and tranquil mood over the scene.
Aesthetic Score : 0.8
Mood : romantic, tranquil, adventurous
Quality
Entropy : 6.73
Noise : 88
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.10
Image errors : There are no significant artifacts or errors in the image.
Lost in the Game: A Gamer’s Intense Focus Under the City Lights
A young man, headphones on, is completely absorbed in a video game. The dimly lit room and futuristic city skyline create a sense of tension and excitement, highlighting the immersive experience of gaming.
Prompt
Romantic: Intense and focused ; A gamer’s hands deftly navigating a controller; close-up; gaming; a vibrant, futuristic cityscape projected on a screen; cinematic
Characteristic
Shot : A young man is playing a video game in a dimly lit room. He is wearing headphones and holding a controller, and there is a city skyline visible in the background.
Aesthetic Score : 0.7
Mood : intense, focused, futuristic
Quality
Entropy : 6.25
Noise : 80
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image has some minor artifacts, such as noise and banding, particularly in the darker areas.
Lost in Time: A Romantic Stroll Through History
A couple, hand in hand, disappears into the depths of a charming, cobblestone street. The aged buildings whisper tales of the past, creating a nostalgic and peaceful atmosphere. The perspective of the image draws you into the scene, leaving you to wonder about their destination and the secrets held within the ancient walls.
Prompt
Romantic: Awe-inspiring and romantic ; A couple gazing out at a breathtaking vista; medium shot; tourism; a sprawling, ancient city with cobblestone streets and colorful buildings; cinematic
Characteristic
Shot : A couple walks down a cobblestone street in a European town. The buildings are old and worn, and the street is narrow and winding.
Aesthetic Score : 0.7
Mood : romantic, nostalgic, adventurous
Quality
Entropy : 6.90
Noise : 107
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.20
Image errors : Slight over-exposure, some light artifacts in the sky
Sunset Adventure: A Family’s Joyful Hot Air Balloon Ride
Capture the magic of a family’s hot air balloon adventure as the sun sets over rolling green hills. The vibrant balloon, wicker basket, and warm light create a scene of pure joy and adventure. This image evokes a sense of carefree excitement, perfect for capturing the spirit of exploration and family bonding.
Prompt
Romantic: Joyful and carefree ; A family laughing together as they ride a hot air balloon; wide shot; travel; a picturesque countryside with rolling hills and fields of wildflowers; cinematic
Characteristic
Shot : A family of five is enjoying a hot air balloon ride over rolling green hills. The balloon is a vibrant red and yellow with intricate patterns. The family is laughing and smiling, and the image captures a moment of joy and adventure.
Aesthetic Score : 0.7
Mood : joyful, adventurous, heartwarming
Quality
Entropy : 6.77
Noise : 108
Prompt Clip Score : 0.38
AI Evaluation
Likelihood of AI : 0.10
Image errors : No noticeable errors or artifacts, good quality image
Golden Hour Melancholy: A Woman Finds Peace on the Beach
A solitary figure stands on a sandy beach, bathed in the warm glow of the setting sun. The woman’s long blonde hair flows in the gentle breeze as she gazes towards a distant wooden beach house. The scene evokes a sense of melancholy, peace, and wistful contemplation, highlighting the beauty of solitude against the vastness of the sky and the ocean.
Prompt
Romantic: Nostalgic and reflective ; A young woman gazing out at the ocean, her hair flowing in the wind; medium shot; family; a cozy beach house with a warm, inviting interior; cinematic
Characteristic
Shot : A woman with long flowing hair stands on a beach, looking towards a small wooden house. The background is a blurry sunset.
Aesthetic Score : 0.7
Mood : calm, contemplative, wistful
Quality
Entropy : 6.81
Noise : 95
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are no visible artifacts or errors in the image.
A Moment of Elegant Intimacy in a Grand Ballroom
In a dramatic and romantic scene, a bride and groom share a tender moment in a grand ballroom. The ornate gold details and a chandelier hanging from the ceiling add to the elegance of the setting. The bride, holding a bouquet of pink roses, gazes at her groom, who returns her look with hands clasped together. The image, with an aesthetic score of 0.8, captures a sense of intimacy and drama through the couple’s body language and the grandeur of the ballroom setting.
Prompt
Romantic: Grand and passionate ; A knight kneeling before his beloved, offering her a single rose; close-up; heroism; a grand ballroom with chandeliers and elegant guests; cinematic
Characteristic
Shot : A bride and groom are kneeling in a grand ballroom, the bride is holding a bouquet of flowers. The room is richly decorated with gold accents and a large chandelier hangs from the ceiling.
Aesthetic Score : 0.8
Mood : romantic, elegant, dramatic
Quality
Entropy : 6.67
Noise : 102
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.20
Image errors : No visible image errors.
Love Under the Milky Way: A Couple’s Desert Adventure
A breathtaking scene of a couple walking hand-in-hand across a vast desert, their silhouettes framed against the stunning Milky Way. The image evokes a sense of romance, adventure, and serenity, capturing the beauty of a shared journey under the stars.
Prompt
Romantic: Mystical and intimate ; A couple sharing under a starry sky; medium shot; adventure; a vast desert landscape with towering sand dunes; cinematic
Characteristic
Shot : A couple silhouetted against the Milky Way in a desert landscape.
Aesthetic Score : 0.8
Mood : romantic, adventurous, serene
Quality
Entropy : 6.39
Noise : 95
Prompt Clip Score : 0.39
AI Evaluation
Likelihood of AI : 0.20
Image errors : No visible artifacts or errors.
Lost in the Glow: A Gamer’s Intense Focus
A young man, bathed in vibrant light, is completely absorbed in his video game. His focused expression and the blurred background create a sense of intense immersion and playful energy.
Prompt
Romantic: Thrilling and triumphant ; A gamer’s eyes lit up with excitement as they achieve a victory; close-up; gaming; a dimly lit room with neon lights reflecting on the screen; cinematic
Characteristic
Shot : A young man with headphones is looking directly at the camera in a dimly lit room. The background is blurred and appears to be a gaming setup.
Aesthetic Score : 0.6
Mood : intense, focused, determined
Quality
Entropy : 6.24
Noise : 80
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.10
Image errors : Some noise and grain are visible, particularly in the shadows.
Campfire Magic Under a Starry Sky
A group of friends gather around a crackling campfire, bathed in the warm glow of the flames. The night sky above is a canvas of twinkling stars, creating a sense of wonder and adventure. This cozy scene captures the essence of friendship, relaxation, and the beauty of nature.
Prompt
Romantic: Warm and nostalgic ; A family gathered around a campfire, sharing stories and laughter; wide shot; travel; a serene forest clearing with a crackling fire and a starry sky; cinematic
Characteristic
Shot : A group of friends are gathered around a campfire in a forest, under a starry night sky. The Milky Way is visible above them.
Aesthetic Score : 0.8
Mood : cozy, adventurous, tranquil
Quality
Entropy : 6.13
Noise : 103
Prompt Clip Score : 0.37
AI Evaluation
Likelihood of AI : 0.10
Image errors : No major errors, but the image is a bit noisy, especially in the darker areas.
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: The model scored 0.45, which is slightly below the “good” range of 0.5 to 0.75. This suggests that the model’s ability to accurately interpret and reproduce camera positions in the generated image is decent, but could be improved.
- Shot Analysis: The model scored 0.51, which falls within the “good” range. This indicates that the model is generally able to understand the scene described in the prompt and create a shot that aligns with it.
- Aesthetic Analysis: The model scored 0.06, which is significantly lower than the “very good” range of -0.2 to 0.1. This suggests that the generated image’s aesthetic deviates significantly from the expected aesthetic based on the prompt.
Overall, the model demonstrates a good understanding of camera positions and shot composition, but needs improvement in capturing the desired aesthetic.
Sources:
- https://heartofnoir.com/knowing-noir/aesthetic-of-noir/
- https://www.yellowbrick.co/blog/film/maximizing-the-visual-impact-unveiling-the-art-of-film-aesthetics
- https://www.questjournals.org/jrhss/papers/vol10-issue8/1008255260.pdf
- https://www.jstor.org/stable/3331672
- https://www.cinepoetics.fu-berlin.de/activities/workshops/2020-12-ws/index.html
- https://resource.download.wjec.co.uk/vtc/2016-17/16-17_1-22/eng/Part%201%20What%20is%20Aesthetics.pdf
- https://leonardo.ai