AI Struggles to Capture the 'Dramatic' Aesthetic with Dall-e-3
- 9 minutes read - 1910 wordsTable of Contents
The ‘dramatic’ aesthetic is a powerful tool in visual storytelling. It uses elements like lighting, composition, and color to evoke strong emotions and create a sense of grandeur. This style is often used in films, photography, and even video games to enhance the narrative and immerse the audience. But can AI understand and replicate this aesthetic? In this blog post, we explore the results of an experiment that tested a generative AI model’s ability to create images based on specific scenes and aesthetics, with a focus on the ‘dramatic’ style.
Created with: dall-e-3
A Lone Figure Faces Destiny in a Golden-Lit Fantasy
A single figure stands on a stage, bathed in the ethereal glow of a distant, golden-lit fantasy castle. The scene evokes a sense of magic and drama, hinting at a story about to unfold.
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 large, ornate castle is shown through a stage window. A single figure stands on a stage in front of an audience. The stage is illuminated by light coming through the window.
Aesthetic Score : 0.8
Mood : magical, dramatic, whimsical
Quality
Entropy : 6.51
Noise : 103
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.90
Image errors : There are no visible artifacts or errors in the image
Silhouettes of Love Against a Sunset Sky
A couple, hand in hand, stands silhouetted against a breathtaking sunset in a mountainous landscape. Their gaze locked, they share a moment of intimacy and hope, captured in this romantic and serene 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 silhouetted against a sunset in a mountainous landscape. The man is on the left and the woman is on the right. They are holding hands and looking at each other.
Aesthetic Score : 0.7
Mood : romantic, passionate, hopeful
Quality
Entropy : 5.54
Noise : 77
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image appears to have been processed by an AI with some blurry and artificial-looking elements. The mountains in the background look a bit too uniform and the details in the couple’s faces are not natural.
Lost in the Neon Glow: A Gamer’s Immersive Escape
This vibrant image captures the essence of futuristic gaming. The player, completely engrossed in the action, is surrounded by the dazzling neon lights of a futuristic city. The scene evokes a sense of wonder, excitement, and complete immersion in the game world.
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 person is playing a video game on a TV screen. The game appears to be set in a futuristic city with neon lights and a bright, colorful aesthetic.
Aesthetic Score : 0.8
Mood : futuristic, vibrant, immersive
Quality
Entropy : 6.68
Noise : 107
Prompt Clip Score : 0.34
AI Evaluation
Likelihood of AI : 0.90
Image errors : Some minor artifacts are present in the background, such as slight blurring or aliasing on the buildings. The lighting seems a bit unnatural and over-saturated.
Sunset Romance: A Couple’s Dreamy Gaze Over the City
A captivating scene of a couple standing side-by-side, their affectionate pose and shared gaze towards the panoramic cityscape at sunset. The warm light creates a romantic atmosphere, evoking a sense of longing and togetherness.
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 standing on a hillside overlooking a city at sunset.
Aesthetic Score : 0.7
Mood : romantic, dreamy, nostalgic
Quality
Entropy : 6.76
Noise : 94
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.40
Image errors : The image appears to have some minor blurring and noise. The details in the background are a bit soft.
Friends Soaring Through Joy: A Hot Air Balloon Adventure
Capture the essence of carefree joy as friends share laughter while floating over a vibrant landscape in a hot air balloon. The warm colors and natural light evoke a sense of happiness and adventure, making this a truly unforgettable experience.
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 group of four people, including a child, are laughing and enjoying their hot air balloon ride over a vast landscape of rolling hills and fields. The hot air balloon is in the background and provides a sense of scale and perspective.
Aesthetic Score : 0.7
Mood : joyful, adventurous, carefree
Quality
Entropy : 6.86
Noise : 103
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.20
Image errors : No significant artifacts or errors are visible.
Finding Peace in the Wildness
A young woman finds solace in the serene beauty of a beachside view, her thoughtful expression reflecting the calm and wistful mood of the moment. The contrast between her soft features and the wild ocean creates a dramatic effect, enhanced by the warm glow of natural light.
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 young woman with long brown hair is looking out a window at the ocean. She is wearing a blue shirt and the room she is in appears to be made of wood.
Aesthetic Score : 0.8
Mood : calm, contemplative, serene
Quality
Entropy : 6.82
Noise : 96
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image appears to be a bit blurry and the woman’s hair looks slightly unnatural. The scene outside the window could benefit from more detail.
A Knight’s Devotion: A Timeless Tale of Love and Elegance
In a grand ballroom adorned with a magnificent chandelier, a knight in shining armor kneels before a woman in a white gown, his eyes filled with admiration. The woman, holding a single red rose, exudes grace and beauty, symbolizing the power of love and romance in this whimsical and elegant scene.
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 knight in shining armor is kneeling before a beautiful woman in a white dress, offering her a single red rose. They are in a grand ballroom with other guests in the background.
Aesthetic Score : 0.8
Mood : romantic, magical, whimsical
Quality
Entropy : 6.62
Noise : 106
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.90
Image errors : There are some minor artifacts in the image, particularly around the edges of the figures and the rose. There is some slight blurring in the background, which could be due to the depth of field used.
Stargazing Love: A Romantic Desert Encounter
Experience the serene beauty of a romantic night under the stars, as a couple shares an intimate moment on a sand dune. The dreamy scene, filled with the vastness of the desert and the sparkling night sky, emphasizes the depth of their connection.
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 is standing in a desert under a starry sky, they are looking at each other and holding hands
Aesthetic Score : 0.7
Mood : romantic, dreamy, hopeful
Quality
Entropy : 6.72
Noise : 116
Prompt Clip Score : 0.37
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image is slightly blurry, which may be due to the camera settings or the editing process.
Neon Dreams: A Cyberpunk Mystery Unfolds
Immerse yourself in a futuristic world bathed in neon light. A person sits at a computer desk, the monitor displaying a woman’s face with glowing red eyes, hinting at a hidden story. The scene evokes a sense of cyberpunk intrigue and intensity, leaving you wanting to uncover the secrets within.
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 person is sitting in front of a computer, looking at a screen displaying a close-up of a woman’s face. The room is lit with colorful neon lights.
Aesthetic Score : 0.7
Mood : cyberpunk, futuristic, mysterious
Quality
Entropy : 6.61
Noise : 78
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image appears to have been generated by AI and the edges of the subject are slightly blurred.
Gathering Around the Fire: A Moment of Connection
A heartwarming scene of people from all walks of life coming together around a crackling campfire in a serene forest setting. The warm glow of the fire illuminates their faces, creating a sense of intimacy and shared experience. This image captures the essence of community, warmth, and the simple joys of life.
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 people are gathered around a campfire in a forest, at night.
Aesthetic Score : 0.7
Mood : cozy, warm, inviting
Quality
Entropy : 6.87
Noise : 110
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are some minor artifacts in the image, such as the edges of the trees and the faces of the people in the background.
Conclusion
The results indicate that the generative AI model performed well in terms of understanding the scene and camera position, but struggled with achieving the desired aesthetic. Here’s a breakdown:
- Camera Position: The model scored 0.33, which is below the “good” range of 0.5 to 0.75. This suggests that the model didn’t fully capture the intended camera position described in the prompt.
- Shot Analysis: The model scored 0.44, also below the “good” range. This indicates that the model didn’t fully understand the scene described in the prompt and didn’t accurately translate it into the generated image.
- Aesthetic Analysis: The model scored 0.08, which is significantly above the “very good” range of -0.2 to 0.1. This means that the generated image’s aesthetic deviated significantly from the expected aesthetic described in the prompt.
Overall, the model shows promise in understanding the scene and camera position, 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://openai.com/index/dall-e-3/