AI's Artistic Journey: Capturing the Essence of 'style-aesthetic' with Stable-diffusion
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The ‘style-aesthetic’ is a powerful tool in visual storytelling, allowing artists to evoke specific emotions and moods through carefully crafted imagery. This aesthetic often features dramatic lighting, vibrant colors, and evocative compositions, creating a sense of depth and intrigue. It’s commonly used in film, photography, and graphic design to enhance the narrative and engage the viewer. In this blog post, we explore how a generative AI model tackles the ‘style-aesthetic’ challenge, analyzing its ability to capture the essence of a scene while navigating the complexities of camera positioning and shot composition.
Created with: stability-ai-core
Silhouetted Against the Storm
A lone figure stands on a mountain peak, their silhouette stark against a sky filled with dramatic clouds. The scene evokes a sense of solitude, contemplation, and the impending arrival of a powerful storm.
Prompt
Minimalist: Epic, triumphant ; Lone figure standing on a mountain peak; wide shot; Heroism; Dramatic sky with clouds; cinematic
Characteristic
Shot : A lone figure stands on the peak of a mountain, looking out at a vast, cloudy sky and a distant mountain range.
Aesthetic Score : 0.8
Mood : serene, contemplative, dramatic
Quality
Entropy : 6.70
Noise : 75
Prompt Clip Score : 0.31
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image is slightly overexposed, resulting in a slight loss of detail in the clouds and the mountain range.
A Journey Begins: Vintage Satchel and Compass Beckon Adventure
This evocative image captures the essence of exploration and nostalgia. A weathered leather satchel, adorned with a compass, rests on a rustic wooden table, bathed in low-key lighting. The textured background adds a layer of mystery, hinting at untold stories and adventures waiting to unfold.
Prompt
Minimalist: Intriguing, mysterious ; A single, weathered compass; close-up; Adventure; Dusty, worn leather bag; cinematic
Characteristic
Shot : A vintage brown leather satchel bag with a compass on the front is sitting on a wooden surface.
Aesthetic Score : 0.8
Mood : rustic, adventurous, classic
Quality
Entropy : 6.39
Noise : 93
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.20
Image errors : No noticeable artifacts or errors in the image.
Immersed in the Race: A Gamer’s Focused Intensity
A close-up shot captures the intensity of a gamer, their hand gripping a black controller, eyes fixed on the race track displayed on the TV screen. The blurred background emphasizes the player’s focus, drawing the viewer into the heart of the action.
Prompt
Minimalist: Focused, intense ; A pair of hands holding a joystick; close-up; Gaming; Blurred background of a vibrant video game screen; cinematic
Characteristic
Shot : A person is holding a video game controller in front of a tv screen, playing a racing game. The background is blurry but shows a racing track with neon lights.
Aesthetic Score : 0.6
Mood : focused, intense, playful
Quality
Entropy : 6.51
Noise : 62
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.20
Image errors : There is some blurring and noise in the image, especially in the background.
A Suitcase Full of Memories
A vintage leather suitcase sits alone on a cobblestone street in a European city, bathed in the golden light of nostalgia. The shallow depth of field isolates the suitcase, hinting at a story waiting to be told. This evocative image captures the essence of travel, solitude, and the weight of the past.
Prompt
Minimalist: Nostalgic, hopeful ; A lone suitcase on a cobblestone street; medium shot; Tourism; A quaint, European town in the background; cinematic
Characteristic
Shot : A vintage brown suitcase sits in the middle of an empty cobblestone street in a European town, with old buildings lining the street.
Aesthetic Score : 0.6
Mood : nostalgia, solitude, travel
Quality
Entropy : 6.76
Noise : 94
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.10
Image errors : No notable image errors.
Finding Tranquility on the Shore
A solitary figure walks along the sandy beach, their back to the camera, facing the vast expanse of the ocean. The scene evokes a sense of calm and serenity, with the minimal dramatic effect highlighting the peaceful moment.
Prompt
Minimalist: Serene, liberating ; A pair of feet walking on a sandy beach; low-angle shot; Travel; Vast ocean and horizon in the background; cinematic
Characteristic
Shot : A man is walking barefoot on a sandy beach, his back to the camera, the ocean is visible in the background, it is a sunny day.
Aesthetic Score : 0.6
Mood : tranquil, peaceful, relaxing
Quality
Entropy : 6.02
Noise : 70
Prompt Clip Score : 0.33
AI Evaluation
Likelihood of AI : 0.10
Image errors : No visible artifacts or errors
Autumn Embrace: A Tender Moment of Connection
Experience the warmth and tenderness of a close-up shot capturing two hands intertwined, set against the backdrop of a serene autumnal park. The soft focus on the background creates an inviting atmosphere, while the shallow depth of field draws attention to the central subject - the hands holding each other, conveying a sense of connection and closeness.
Prompt
Minimalist: Warm, loving ; A hand holding a child’s hand; close-up; Family; A blurred background of a park or playground; cinematic
Characteristic
Shot : A child’s hand being held by an adult’s hand in a park setting, with blurred background of fall foliage and children playing
Aesthetic Score : 0.7
Mood : warm, caring, innocent
Quality
Entropy : 6.61
Noise : 61
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.20
Image errors : No major errors. The blur is a stylistic choice and the image is well-exposed.
A Single Red Rose, A Mystery Unveiled
A man shrouded in mystery, his face hidden, holds a single red rose in gloved hands. The close-up composition and moody lighting create a sense of intrigue and romance, leaving you wondering about the story behind this enigmatic figure.
Prompt
Minimalist: Romantic, symbolic ; A single, red rose; close-up; Heroism; A weathered, worn leather glove; cinematic
Characteristic
Shot : A man wearing a brown leather jacket and gloves is holding a red rose. The scene is dimly lit and there is a sense of mystery.
Aesthetic Score : 0.6
Mood : romantic, mysterious, vintage
Quality
Entropy : 6.53
Noise : 87
Prompt Clip Score : 0.35
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image is slightly out of focus, and the rose is not perfectly centered.
Whispers of Adventure: A Vintage Map Beckons
A weathered world map unfolds its secrets, inviting you to embark on a journey of discovery. The soft glow of the setting sun casts long shadows on a leather-bound journal, a compass, and a key, whispering tales of forgotten places and hidden treasures. Let the nostalgia wash over you as you imagine the adventures that await.
Prompt
Minimalist: Intriguing, adventurous ; A map with a single pin marking a destination; close-up; Adventure; A worn, leather-bound journal; cinematic
Characteristic
Shot : A vintage world map is open on a wooden table, with a leather-bound journal and a compass nearby.
Aesthetic Score : 0.7
Mood : nostalgic, adventurous, antique
Quality
Entropy : 6.71
Noise : 93
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.10
Image errors : No significant errors.
Sleek Headset, Cityscape View: A Modern Tech Oasis
A black headset rests on a sleek desk, reflecting the city skyline beyond. The image evokes a sense of modern technology and futuristic design, with the headset as the focal point.
Prompt
Minimalist: Immersive, futuristic ; A pair of headphones with a cityscape reflected in the earcups; close-up; Gaming; A dimly lit room with a computer screen in the background; cinematic
Characteristic
Shot : A black gaming headset is on a table, in front of a computer screen. The background is a cityscape with lights.
Aesthetic Score : 0.6
Mood : minimalistic, sleek, technological
Quality
Entropy : 6.46
Noise : 63
Prompt Clip Score : 0.32
AI Evaluation
Likelihood of AI : 0.30
Image errors : The reflection on the table is slightly blurry and pixelated.
A Moment Captured: Nostalgia and Serenity by the Lake
A vintage camera rests on a stone wall, its lens focused on a breathtaking lake view. The shallow depth of field blurs the surrounding hills, creating a sense of serene contemplation. This image evokes a feeling of nostalgia and invites you to imagine the stories captured by this timeless device.
Prompt
Minimalist: Nostalgic, adventurous ; A vintage camera with a viewfinder showing a breathtaking landscape; close-up; Tourism; A vibrant, colorful landscape in the background; cinematic
Characteristic
Shot : A vintage camera sits on a stone wall overlooking a lake nestled between green hills.
Aesthetic Score : 0.7
Mood : calm, nostalgic, serene
Quality
Entropy : 6.89
Noise : 86
Prompt Clip Score : 0.36
AI Evaluation
Likelihood of AI : 0.20
Image errors : No significant image errors or artifacts are present.
Conclusion
The results show that the generative AI model performed well in understanding the camera position and shot composition, but struggled with the aesthetic style. Here’s a breakdown:
- Camera Position: The model scored 0.4, which is considered below average. This suggests that the model didn’t accurately capture the intended camera position described in the prompt.
- Shot Analysis: The model scored 0.56, which is considered good. This indicates that the model was able to understand and translate the scene description from the prompt into the generated image.
- Aesthetic Analysis: The model scored 0.07, which is considered very good. This means that the generated image closely matched the expected aesthetic style described in the prompt.
Overall, the model demonstrated a good understanding of the scene and shot composition, but struggled with accurately capturing the intended camera position. The model was also very successful in achieving the desired aesthetic style.
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://stability.ai