AI's Artistic Journey: Capturing the Essence of Style with Flux-schnell
- 9 minutes read - 1833 wordsTable of Contents
The world of AI is rapidly evolving, with generative models capable of creating stunning visuals. However, capturing the essence of an artistic style remains a challenge. This blog post explores the capabilities and limitations of AI in generating images with specific aesthetic styles. We’ll analyze a case study where an AI model was tasked with creating images based on various scenes and aesthetics, highlighting its strengths in shot composition and its challenges in capturing the desired artistic vision. We’ll delve into the concept of ‘style-aesthetic’ and explore how it can be used to create compelling visual narratives. We’ll also discuss the potential of AI in the future of visual storytelling and the importance of human creativity in shaping the artistic landscape.
Created with: flux-schnell
Silhouetted Against the Setting Sun: A Moment of Solitude in the Desert
A lone figure stands in a desolate landscape, their silhouette stark against the fiery hues of a fading sunset. The image evokes a sense of mystery, loneliness, and contemplation, highlighting the vastness of the surrounding desert.
Prompt
style-aesthetic French New Wave: epic, melancholic ; A lone figure, silhouetted against a setting sun; long shot; heroism; a vast, empty desert landscape; cinematic
Characteristic
Shot : A lone figure in a wide-brimmed hat stands silhouetted against a brilliant sunset, with a vast expanse of desert stretching out before them.
Aesthetic Score : 0.8
Mood : mysterious, contemplative, vast
Quality
Entropy : 5.75
Noise : 36
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.20
Image errors : No noticeable errors
A Hand Points the Way: Unraveling the Mystery
A close-up shot captures a hand pointing at a map, its destination shrouded in intrigue. The blurred bookshelf background adds a layer of depth and mystery, hinting at a story waiting to be discovered. This image evokes a sense of thoughtful exploration and the promise of an exciting journey.
Prompt
style-aesthetic French New Wave: intriguing, suspenseful ; A close-up of a weathered map, with a finger tracing a route; medium shot; adventure; a cluttered, dimly lit room; cinematic
Characteristic
Shot : A close-up of a hand pointing at a map, with a blurred background of a wooden bookshelf
Aesthetic Score : 0.6
Mood : mystery, intrigue, discovery
Quality
Entropy : 6.60
Noise : 65
Prompt Clip Score : 0.22
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image has some slight graininess and noise, particularly in the darker areas. The blur in the background is also a bit distracting.
Ready, Set, Game On!
A nostalgic glimpse into the world of arcade gaming, captured in a moment of anticipation. The blurry background and focused hand on the joystick evoke a sense of playful excitement, transporting you back to a time of pixelated adventures and neon lights.
Prompt
style-aesthetic French New Wave: intense, energetic ; A hand holding a joystick, fingers moving rapidly; close-up; gaming; a neon-lit arcade with flashing screens; cinematic
Characteristic
Shot : A person’s hand holding a joystick in front of a row of arcade cabinets with colorful lights, the scene is slightly out of focus
Aesthetic Score : 0.6
Mood : nostalgic, playful, retro
Quality
Entropy : 6.57
Noise : 54
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.20
Image errors : no noticeable errors
Lost in Thought at the Eiffel Tower
A woman, her gaze distant, stands before the iconic Eiffel Tower, her pensive expression hinting at a moment of deep contemplation. The blurred background adds a sense of wistful longing, capturing the essence of a solitary moment against a romantic backdrop.
Prompt
style-aesthetic French New Wave: romantic, nostalgic ; A young woman, her face filled with wonder, gazing at the Eiffel Tower; medium shot; tourism; a bustling Parisian street; cinematic
Characteristic
Shot : A young woman with long brown hair is standing in front of the Eiffel Tower, looking off into the distance. She is wearing a brown sweater and a backpack. The scene is set in Paris, France. The Eiffel Tower is a popular tourist destination, and the woman appears to be enjoying her time there.
Aesthetic Score : 0.7
Mood : dreamy, pensive, romantic
Quality
Entropy : 6.81
Noise : 75
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are some minor artifacts in the background, particularly around the edges of the Eiffel Tower. These are likely due to compression or noise in the original image.
Golden Hour on the Rails: A Moment of Tranquility
A train window view captures the beauty of a golden field at sunset, the gentle blur of motion adding a touch of excitement to the peaceful scene. This image evokes a sense of calm nostalgia, inviting you to lose yourself in the moment.
Prompt
style-aesthetic French New Wave: reflective, contemplative ; A train speeding through a countryside landscape, with a lone figure looking out the window; long shot; travel; a vibrant, sun-drenched field; cinematic
Characteristic
Shot : A train is moving along a track through a field of golden grass with the sun setting in the distance.
Aesthetic Score : 0.7
Mood : calm, nostalgic, dreamy
Quality
Entropy : 6.73
Noise : 80
Prompt Clip Score : 0.24
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image is slightly overexposed.
Warmth and Togetherness: A Family Dinner Under Soft Lighting
This heartwarming image captures a family enjoying a cozy dinner together. The warm lighting and intimate composition create a sense of love and connection, making it a perfect representation of family unity.
Prompt
style-aesthetic French New Wave: intimate, heartwarming ; A family gathered around a table, sharing a meal, with laughter and conversation; medium shot; family; a warm, inviting kitchen; cinematic
Characteristic
Shot : A family sitting around a dinner table in a well-lit kitchen, enjoying a meal together.
Aesthetic Score : 0.6
Mood : warm, cozy, familial
Quality
Entropy : 6.57
Noise : 98
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.10
Image errors : None
Lost in the City’s Rhythm
A young man navigates the bustling urban landscape, his confident stride and stylish attire reflecting a sense of individuality. The blurred background emphasizes his isolation, creating a mood of both urban cool and introspective reflection.
Prompt
style-aesthetic French New Wave: urgent, dramatic ; A young man, his face etched with determination, running through a crowded marketplace; medium shot; heroism; a chaotic, bustling market; cinematic
Characteristic
Shot : A young man with a backpack and a headband is walking through a busy city street. He is looking directly at the camera.
Aesthetic Score : 0.7
Mood : urban, confident, edgy
Quality
Entropy : 6.69
Noise : 86
Prompt Clip Score : 0.24
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image appears to be slightly underexposed, which may be due to the natural lighting conditions. The background appears slightly out of focus, which is likely intentional, but may distract the viewer.
Lost in the Blur: A Compass Points the Way
A close-up shot of a compass needle, its sharp point piercing the blurry background, evokes a sense of mystery and suspense. The vintage aesthetic and out-of-focus surroundings hint at a journey into the unknown, leaving the viewer to ponder the direction ahead.
Prompt
style-aesthetic French New Wave: mysterious, suspenseful ; A close-up of a compass needle spinning, pointing towards an unknown destination; close-up; adventure; a dimly lit, mysterious room; cinematic
Characteristic
Shot : Close-up shot of a compass with a blurred background, likely depicting a dark room with a window and a person in the background
Aesthetic Score : 0.6
Mood : dark, mysterious, intrigue
Quality
Entropy : 6.07
Noise : 63
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.10
Image errors : There’s a slight blurriness around the edges of the compass, which might be due to focusing or lens distortion.
Late Night Hackers: A Tense Gathering in the Shadows
Four young people huddle around a computer in a dimly lit room, their faces illuminated by the screen’s glow. The atmosphere is thick with tension and intrigue, suggesting a clandestine operation or a shared secret. The low lighting and focused expressions create a sense of mystery and suspense, leaving the viewer wondering what they are up to.
Prompt
style-aesthetic French New Wave: intense, focused ; A group of friends huddled around a computer screen, their faces illuminated by the glow; medium shot; gaming; a dimly lit, cluttered room; cinematic
Characteristic
Shot : Four young people are gathered around a computer, looking intently at the screen. The room is dimly lit, with a warm glow emanating from the computer screen. The image is composed in a way that draws the viewer’s attention to the faces of the people, suggesting a moment of intense focus or anticipation.
Aesthetic Score : 0.6
Mood : focused, mysterious, intimate
Quality
Entropy : 5.85
Noise : 62
Prompt Clip Score : 0.21
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image appears to be slightly overexposed in the center, causing a loss of detail in the faces. There is also some slight noise visible in the shadows.
Sunset Romance in a European City
A couple strolls hand-in-hand down a charming city street as the sun sets, casting a warm glow on the historic buildings and creating a romantic and nostalgic atmosphere.
Prompt
style-aesthetic French New Wave: romantic, nostalgic ; A couple walking hand-in-hand along a cobblestone street, their silhouettes framed by the setting sun; long shot; tourism; a romantic, picturesque town; cinematic
Characteristic
Shot : A couple walking down a street in the city at sunset.
Aesthetic Score : 0.7
Mood : romantic, urban, nostalgic
Quality
Entropy : 6.10
Noise : 93
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.20
Image errors : No visible errors.
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 0.4, which is considered okay. This means that the camera positions in the generated images were somewhat different from what was specified in the prompt.
- Shot Analysis: The model scored 0.515, which is considered good. This indicates that the model was able to understand the scene in the prompt and create images with shots that were relatively close to what was expected.
- Aesthetic Analysis: The model scored 0.13, which is considered okay. This suggests that the generated images didn’t quite match the expected aesthetic style.
Overall, the model seems to be better at understanding the scene and shot composition than it is at 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://fal.ai/models/fal-ai/flux/schnell/api