AI Struggles to Capture Dramatic Scenes: A Visual Storytelling Experiment with Imagen-v3
- 10 minutes read - 1999 words
Table of Contents
Dramatic style, often referred to as ‘dramatic-styles’ in film and photography, is a visual storytelling technique that uses elements like lighting, composition, and camera angles to create a sense of tension, excitement, or emotional impact. It’s commonly used in genres like action, thriller, and fantasy to enhance the narrative and draw the viewer into the story. This style is characterized by its use of dramatic lighting, often with strong contrasts between light and shadow, and dynamic camera angles that create a sense of movement and energy. Examples of dramatic style can be seen in films like ‘The Dark Knight’ and ‘The Lord of the Rings’, where the use of dramatic lighting and camera angles helps to create a sense of epic scale and grandeur.
Created with: imagen-v3
Silhouetted Against the Storm: A Solitary Figure Contemplates the Vastness
A single figure stands on a cliff, dwarfed by the raging sea and brooding sky. The dramatic use of light and shadow creates a sense of isolation and mystery, leaving the viewer to ponder the figure’s thoughts and emotions.
Prompt
dramatic-styles Color Contrast: Epic, determined ; A lone hero standing on a clifftop; wide shot; heroism; a vast, stormy sea with dark, ominous clouds; cinematic
Characteristic
Shot : A solitary figure stands on a cliff overlooking a vast and stormy sea. The sky is dark and brooding, with heavy clouds casting shadows over the water. The figure is silhouetted against the stormy sky, adding to the sense of isolation and mystery.
Aesthetic Score : 0.7
Mood : dark, mysterious, lonely
Quality
Entropy : 6.83
Noise : 80
Prompt Clip Score : 0.34
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image has some minor artifacts, particularly around the edges of the figure and the rocks. The colors are also slightly muted, which contributes to the overall dark and brooding mood.
Into the Unknown: A Journey of Mystery and Adventure
Three figures venture into a dimly lit cavern, their path illuminated by glowing green markings on the walls. A bright light at the top of the stone staircase beckons them forward, promising both danger and discovery. This image captures the essence of mystery, adventure, and suspense, leaving the viewer eager to uncover the secrets that lie ahead.
Prompt
dramatic-styles Color Contrast: Mysterious, adventurous ; A group of adventurers exploring a dark, ancient temple; medium shot; adventure; glowing, mystical murals on the walls; cinematic
Characteristic
Shot : Three figures ascend a stone staircase into a dimly lit cavernous chamber with glowing green markings on the walls. There is a bright light at the top of the stairs, suggesting an exit.
Aesthetic Score : 0.7
Mood : mysterious, adventurous, suspenseful
Quality
Entropy : 6.41
Noise : 98
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.80
Image errors : Some slight blurring and artifacts are present in the image, especially around the edges of the figures and the stones. The details are slightly lacking, and the textures are not fully realized, resulting in a somewhat generic look for the stonework.
Lost in the Neon Glow: A Cyberpunk Gamer’s Focus
A solitary figure hunches over a glowing keyboard, their face illuminated by the screen’s vibrant cyberpunk landscape. The dimly lit room amplifies the intensity of their focus, drawing the viewer into a world of digital immersion and thrilling gameplay.
Prompt
dramatic-styles Color Contrast: Intense, focused ; A gamer’s hands on a keyboard, illuminated by the vibrant colors of a futuristic cityscape on the screen; close-up; gaming; a dark, shadowy room; cinematic
Characteristic
Shot : A person is sitting at a desk in a dimly lit room, typing on a keyboard in front of a computer monitor. The monitor is displaying a scene from a video game.
Aesthetic Score : 0.6
Mood : intense, focused, cyberpunk
Quality
Entropy : 5.96
Noise : 66
Prompt Clip Score : 0.37
AI Evaluation
Likelihood of AI : 0.10
Image errors : No visible artifacts or errors
A Hiker’s Perspective: Majesty in the Mountains
A lone hiker stands dwarfed by the towering snow-capped peaks, capturing the serene beauty and adventurous spirit of the wilderness. The vastness of the mountains and the clear blue sky create a majestic scene, leaving you feeling inspired and at peace.
Prompt
dramatic-styles Color Contrast: Awe-inspiring, peaceful ; A lone traveler standing in front of a majestic mountain range; long shot; tourism; a bright, clear blue sky with fluffy white clouds; cinematic
Characteristic
Shot : A lone hiker stands in the foreground, looking up at a range of snow-capped mountains in the background, with a blue sky and clouds above.
Aesthetic Score : 0.8
Mood : serene, majestic, adventurous
Quality
Entropy : 6.83
Noise : 94
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.60
Image errors : There are some slight artifacts in the image, particularly in the sky and clouds, which may indicate AI generation.
Silhouetted Serenity: A Moment of Reflection at Sunset
A lone figure finds solace on a pier as the sun dips below the horizon, casting a vibrant orange glow across the sky. The silhouette against the sunset evokes a sense of tranquility and contemplation, capturing the beauty of a solitary moment by the sea.
Prompt
dramatic-styles Color Contrast: Loneliness, contemplation, introspection ; A solitary figure sits on a weathered pier, silhouetted against the fiery orange sunset. The vast ocean stretches before them, reflecting the warm hues of the sky.; cinematic
Characteristic
Shot : A lone figure sits on a pier at sunset, overlooking the ocean. The sky is a vibrant orange and yellow, with clouds casting shadows on the water.
Aesthetic Score : 0.7
Mood : tranquil, contemplative, serene
Quality
Entropy : 6.68
Noise : 80
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image is slightly overexposed, and there is some noise in the water.
Hope Takes Flight Amidst the Storm
A superhero soars through a tempestuous cityscape, their vibrant colors a beacon of hope against the raging storm. The dramatic contrast evokes a sense of power and resilience, capturing the essence of heroism in the face of adversity.
Prompt
dramatic-styles Color Contrast: Powerful, inspiring ; A superhero soaring through the air, silhouetted against a bright, colorful cityscape; wide shot; heroism; a dark, stormy sky with lightning strikes; cinematic
Characteristic
Shot : A superhero in flight, against a backdrop of a stormy cityscape. The superhero’s cape billows behind them.
Aesthetic Score : 0.6
Mood : epic, dramatic, powerful
Quality
Entropy : 6.75
Noise : 79
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.20
Image errors : The lighting and colour balance are slightly off, and there is some noise in the image.
Into the Jungle’s Embrace: A Waterfall Beckons
Four adventurers, bathed in the ethereal glow of sunlight filtering through the jungle canopy, approach a majestic waterfall. The scene evokes a sense of mystery, adventure, and hope, with the waterfall symbolizing the raw power and beauty of nature.
Prompt
dramatic-styles Color Contrast: Dangerous, exciting ; A group of explorers navigating a dense, dark jungle; medium shot; adventure; a bright, sunlit clearing with a waterfall in the distance; cinematic
Characteristic
Shot : Four people in safari gear walk toward a waterfall in the jungle. The light is coming through the trees and creates a halo effect around the waterfall.
Aesthetic Score : 0.7
Mood : mysterious, adventurous, hopeful
Quality
Entropy : 6.56
Noise : 105
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image appears to have been slightly over-sharpened.
Lost in the Music: A Moment of Intense Focus
A young man, bathed in contrasting blue and orange light, is captured in a close-up shot. His headphones are on, and his gaze is fixed on something beyond the frame, conveying a sense of intense focus and seriousness. The dramatic lighting adds to the mood, highlighting the subject’s absorption in the moment.
Prompt
dramatic-styles Color Contrast: Focused, determined ; A gamer’s face illuminated by the screen, showing intense concentration; close-up; gaming; a dark, dimly lit room with neon lights; cinematic
Characteristic
Shot : A close-up of a young man wearing headphones, lit with blue and orange light, looking off to the side.
Aesthetic Score : 0.6
Mood : focused, intense, serious
Quality
Entropy : 5.71
Noise : 69
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image has slight blurriness and some noise, especially in the background. The lighting appears a bit harsh, and the colors are slightly oversaturated.
City Lights, Couple’s Delight: A Romantic Nighttime Escape
A couple stands on a balcony, bathed in the warm glow of city lights. The scene evokes a sense of romance and wonder, but lacks a focal point beyond the couple themselves. The image is visually appealing, but could benefit from a more dramatic cityscape.
Prompt
dramatic-styles Color Contrast: Romantic, lively ; A couple standing on a balcony overlooking a bustling city; medium shot; tourism; a vibrant, colorful cityscape with twinkling lights; cinematic
Characteristic
Shot : A couple is standing on a balcony overlooking a city at night. The city is brightly lit with streetlights and windows, and there is a sense of romance and wonder in the air.
Aesthetic Score : 0.7
Mood : romantic, magical, dreamy
Quality
Entropy : 6.09
Noise : 95
Prompt Clip Score : 0.40
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image has some artifacts and errors. It may have been generated by AI. The city buildings lack detail.
Campfire Glow: A Night of Warmth and Togetherness
A captivating scene of a cozy campfire, where friends and family gather under the starry night. The warm glow of the flames illuminates their faces, creating an intimate and inviting atmosphere. This image captures the essence of shared moments, comfort, and connection.
Prompt
dramatic-styles Color Contrast: Warm, intimate ; A family gathered around a campfire, sharing stories and laughter; medium shot; family; a dark, starry night sky with a glowing fire; cinematic
Characteristic
Shot : A group of people are gathered around a campfire at night. There is a large fire pit in the center, and the people are sitting on the ground or in chairs around it. The fire is burning brightly, and the flames are casting a warm glow on the faces of the people. There are some sparks flying up from the fire.
Aesthetic Score : 0.7
Mood : cozy, warm, intimate
Quality
Entropy : 5.17
Noise : 99
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image appears to be slightly overexposed, especially in the background. There are some artifacts visible in the image, such as noise and grain. The image is slightly blurry in some areas, and the details are not very sharp.
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 0.3, indicating a below average ability to react to camera positions in the prompt. This suggests the generated images often didn’t match the intended camera angles or perspectives.
- Shot Analysis: The model scored 0.48, which is also below average. This means the generated images didn’t accurately reflect the scene described in the prompt.
- Aesthetic Analysis: The model scored 0.32, which is below average. This indicates a significant difference between the expected aesthetic and the actual aesthetic of the generated images.
Overall, the model needs improvement in all three areas, particularly in understanding the desired aesthetic and accurately representing the scene and camera position.
Sources:
- https://www.swiff.org/article/crafting-the-tone-and-style-of-a-film
- https://digital-photography-school.com/backlighting-in-photography/
- https://www.studiobinder.com/blog/what-is-chiaroscuro-definition-examples/
- https://infocusfilmschool.com/4-wildly-different-movie-styles-youll-explore-filmmaking-college/
- https://cinepunked.com/2022/09/23/a-quick-guide-to-visual-style/
- https://cinematography.com/index.php?/forums/topic/184-desaturation-techniques/
- https://www.reddit.com/r/Filmmakers/comments/1452afb/colour_grading_an_underrated_factor_in_the/
- https://digital-photography-school.com/rule-of-thirds/
- https://deepmind.google/technologies/imagen-3/