AI Captures the Scene, But Struggles with the Pose with Scenario
- 9 minutes read - 1857 wordsTable of Contents
In the realm of artificial intelligence, image generation has emerged as a fascinating area of exploration. Generative AI models, trained on vast datasets of images and text, have the ability to create stunning visuals based on textual prompts. However, these models are not without their limitations. One such limitation is the ability to accurately capture poses within a generated image. This blog post delves into the performance of a generative AI model in understanding scene descriptions, camera positions, and aesthetic styles, while highlighting its challenges in capturing poses. We will explore examples of how the model excels in certain aspects, while struggling in others, providing insights into the current state of AI image generation and its potential for future development.
Created with: scenario
A Moment of Solitude Amidst Majestic Peaks
A lone woman stands on a path overlooking a breathtaking valley, bathed in the soft glow of a pastel sunset. The vastness of the landscape and her isolation evoke a sense of awe, wonder, and contemplation. This serene scene captures the beauty of nature and the power of solitude.
Prompt
poses interactive-pose: Determined, hopeful, adventurous ; A lone adventurer; wide shot; Adventure; Majestic mountain range with a winding path leading to a hidden valley; cinematic
Characteristic
Shot : A lone woman stands on a mountain path, gazing at a valley with a river snaking through it. The mountains in the background are majestic and the sky is painted with hues of orange and purple.
Aesthetic Score : 0.8
Mood : serene, majestic, contemplative
Quality
Entropy : 6.74
Noise : 101
Prompt Clip Score : 0.25
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image appears slightly blurry, particularly around the edges, and the woman’s silhouette looks a little unnatural.
Friends Unite for Gaming Fun in Cozy Living Room
A group of friends enjoy a playful gaming session in a casual living room setting. The woman at the center, donning a headset, steals the spotlight as she engages with the camera. The blurred background adds a sense of intimacy to the scene, highlighting the fun and camaraderie shared among the friends.
Prompt
poses interactive-pose: Excited, focused, competitive ; A group of friends; medium shot; Gaming; A dimly lit room with a large screen displaying a video game, surrounded by controllers and snacks; cinematic
Characteristic
Shot : A group of young people playing video games, one woman wearing a headset, with a tv in the background.
Aesthetic Score : 0.6
Mood : fun, casual, excited
Quality
Entropy : 6.79
Noise : 83
Prompt Clip Score : 0.25
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image is slightly overexposed, and the colors are a bit washed out.
Sunset Silhouette: A Superhero’s Moment of Power
A woman in a dazzling white and gold superhero costume stands tall on a rooftop, bathed in the golden light of sunset. Her pose exudes confidence and determination, reflecting the powerful presence she commands. The dramatic lighting and cityscape backdrop create a breathtaking scene that captures the essence of her heroic spirit.
Prompt
poses interactive-pose: Confident, powerful, heroic ; A superhero; close-up; Heroism; A cityscape with towering buildings and a dramatic sunset in the background; cinematic
Characteristic
Shot : A woman in a white superhero costume stands on a rooftop overlooking a city skyline at sunset.
Aesthetic Score : 0.75
Mood : powerful, confident, dramatic
Quality
Entropy : 6.83
Noise : 80
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image appears to be rendered with some noticeable artifacts, particularly in the woman’s hair and the city skyline.
Joyful Market Vibes: A Moment of Happiness Captured
A young woman radiates joy as she explores a vibrant marketplace, surrounded by colorful produce and bustling activity. Her infectious smile and the lively atmosphere create a sense of energy and whimsy, capturing the essence of a happy moment.
Prompt
poses interactive-pose: Happy, joyful, curious ; A family; medium shot; Tourism; A bustling marketplace with colorful stalls and vibrant street performers; cinematic
Characteristic
Shot : A young woman is walking through a bustling marketplace, with colorful awnings and stalls filled with fresh produce.
Aesthetic Score : 0.7
Mood : cheerful, vibrant, adventurous
Quality
Entropy : 6.76
Noise : 99
Prompt Clip Score : 0.19
AI Evaluation
Likelihood of AI : 0.90
Image errors : The woman’s skin looks a bit too smooth and the colors are a bit too saturated, particularly the woman’s eyes and skin tone. There are some minor artifacts around the edges of the woman’s hair and the backpack, and some blurriness on the distant figures.
Golden Hour Serenity: A Moment of Tranquility in the Field
A young woman finds peace amidst the golden hues of sunset, her gaze lost in the rolling landscape. The warm light and gentle breeze create a scene of calm contemplation and peaceful solitude.
Prompt
poses interactive-pose: Free, adventurous, contemplative ; A traveler; close-up; Travel; A scenic landscape with rolling hills, a clear blue sky, and a winding road leading to the horizon; cinematic
Characteristic
Shot : A young woman is standing in a field of tall grass, with rolling hills in the background. The sun is setting, and the light is warm and golden.
Aesthetic Score : 0.75
Mood : dreamy, serene, nostalgic
Quality
Entropy : 6.71
Noise : 82
Prompt Clip Score : 0.25
AI Evaluation
Likelihood of AI : 0.50
Image errors : The grass in the foreground appears slightly blurry. The lighting is a little too perfect, and the woman’s skin looks airbrushed.
White Hot Dance Moves: Energy and Joy in Every Step
Capture the vibrant energy of these dancers as they move with grace and joy against a bright blue and yellow backdrop. The central figure, with her leg lifted in a playful pose, embodies the spirit of the moment. This dynamic image is sure to bring a smile to your face.
Prompt
poses interactive-pose: Energetic, expressive, joyful ; A group of dancers; wide shot; Groups; A brightly lit stage with a vibrant backdrop, showcasing a performance; cinematic
Characteristic
Shot : A group of dancers in white outfits are performing on a stage with a blue and orange backdrop
Aesthetic Score : 0.7
Mood : energetic, confident, playful
Quality
Entropy : 6.79
Noise : 91
Prompt Clip Score : 0.25
AI Evaluation
Likelihood of AI : 0.30
Image errors : The image has some minor color banding and noise, but it’s not very noticeable.
Golden Path: A Hiker’s Journey Through Serene Woods
A lone hiker finds solace in the dappled sunlight of a forest path. The golden rays create an atmosphere of peace and mystery, inviting you to follow the trail and discover what lies ahead.
Prompt
poses interactive-pose: Calm, peaceful, introspective ; A lone hiker; medium shot; Adventure; A dense forest with towering trees and dappled sunlight filtering through the leaves; cinematic
Characteristic
Shot : A woman walks on a path through a dense forest with sunlight streaming through the trees. Ferns and moss cover the ground.
Aesthetic Score : 0.8
Mood : mystical, serene, adventurous
Quality
Entropy : 6.75
Noise : 117
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.10
Image errors : No visible errors.
A Moment of Contemplation
A young woman, bathed in warm light, sits at a table with a game board before her. Her serious gaze draws the viewer in, leaving them to ponder the secrets held within the game and the thoughts swirling in her mind. The dimly lit setting adds an air of mystery, inviting you to unravel the story behind her intense focus.
Prompt
poses interactive-pose: Fun, playful, competitive ; A group of friends; close-up; Gaming; A dimly lit room with a table covered in board games and snacks; cinematic
Characteristic
Shot : A woman sitting at a table with a game board and dice in front of her. The woman is dressed casually and is looking directly at the camera.
Aesthetic Score : 0.7
Mood : serene, relaxed, casual
Quality
Entropy : 6.85
Noise : 84
Prompt Clip Score : 0.23
AI Evaluation
Likelihood of AI : 0.80
Image errors : The image has a slightly blurry background, and the woman’s skin looks slightly unnatural. There is a slight artifact in the background (blur).
Golden Hour Serenity: A Woman Embraces the Ocean’s Embrace
Experience the tranquility of a sunset beach scene, where a woman in a flowing white dress stands facing the vast ocean. The warm golden hour lighting illuminates her features and the serene beauty of the beach, creating a peaceful and romantic atmosphere.
Prompt
poses interactive-pose: Romantic, intimate, peaceful ; A couple; close-up; Tourism; A romantic sunset over a beach with the ocean waves crashing in the background; cinematic
Characteristic
Shot : A young woman stands on a beach at sunset, looking out at the ocean. Her long hair is blowing in the wind.
Aesthetic Score : 0.8
Mood : serene, dreamy, romantic
Quality
Entropy : 6.62
Noise : 85
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.20
Image errors : No significant errors
Radiant Performer Captures the Crowd’s Energy
A young woman radiates joy and confidence as she performs on stage, her arms raised in a powerful pose. The vibrant lighting and her dynamic presence create a captivating atmosphere of excitement and energy.
Prompt
poses interactive-pose: Energetic, passionate, inspiring ; A group of musicians; wide shot; Groups; A concert stage with a large crowd cheering in the background; cinematic
Characteristic
Shot : A woman in a black tank top and denim shorts is performing on stage in front of a cheering crowd.
Aesthetic Score : 0.7
Mood : energetic, excited, lively
Quality
Entropy : 6.69
Noise : 98
Prompt Clip Score : 0.24
AI Evaluation
Likelihood of AI : 0.20
Image errors : There are some minor artifacts in the background of the image, particularly in the crowd. The lighting is also uneven, with some areas being overexposed.
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 0.45, 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 0.62, which is considered good. This indicates that the model was able to understand the scene described in the prompt and create a shot that aligns with it.
- Aesthetic Analysis: The model scored 0.02, which is considered very good. This means that the generated image closely matched the expected aesthetic style.
Overall, the model demonstrates a good understanding of the scene and shot composition, but needs improvement in accurately capturing the intended camera position. The aesthetic quality of the generated image is very good.
Sources:
- https://www.writerswrite.co.za/cheat-sheets-for-writing-body-language/
- https://mads3df.wordpress.com/2013/09/04/storytelling-poses/
- https://www.pinterest.com/pegasister890/character-poses/
- https://www.youtube.com/watch?v=udky6ANxWws
- https://maven.com/articles/storytelling-techniques
- https://www.scenario.com