AI Captures the Scene, But Struggles with the Angle with Bfl-flux-pro
- 9 minutes read - 1800 wordsTable of Contents
In the realm of artificial intelligence, generative models are making strides in creating realistic and captivating images. One area of focus is the ability to translate textual descriptions into visual representations. This blog post examines the performance of a generative AI model in capturing the essence of various scenes, specifically focusing on the model’s ability to understand and execute poses within those scenes. We’ll explore the model’s strengths and weaknesses, highlighting its success in capturing the overall scene and aesthetic while identifying areas for improvement in accurately representing camera angles.
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A Solitary Figure Against the Majesty of Nature
A lone hiker stands on a snow-covered mountain peak, bathed in the golden light of a breathtaking sunrise or sunset. The vast, snow-capped mountain range in the distance emphasizes the hiker’s smallness in the face of nature’s grandeur, creating a scene of serene adventure and hopeful anticipation.
Prompt
poses hands-in-pockets: determined, confident ; A lone adventurer, standing on a mountain peak; wide shot; heroism; dramatic sky with clouds; cinematic
Characteristic
Shot : A lone figure stands on a rocky peak overlooking a vast snow-covered mountain range with a warm, glowing sky in the background. The scene is filled with a sense of isolation and adventure.
Aesthetic Score : 0.7
Mood : tranquil, adventurous, hopeful
Quality
Entropy : 6.56
Noise : 84
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.70
Image errors : No visible artifacts or errors are present in the image.
A Young Explorer’s Joyful Discovery
A young girl, brimming with excitement, stands before an ancient stone building, her backpack hinting at adventures to come. The soft light and her curious gaze create a sense of anticipation and wonder, inviting you to share in her journey of exploration.
Prompt
poses hands-in-pockets: curious, excited ; A young explorer, gazing at a vast jungle; medium shot; adventure; lush green foliage and ancient ruins; cinematic
Characteristic
Shot : A young girl with a backpack stands in front of a temple, looking at the building. The background is a blurred forest.
Aesthetic Score : 0.6
Mood : curious, adventurous, peaceful
Quality
Entropy : 6.84
Noise : 69
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.30
Image errors : No noticeable image errors.
Lost in the Glow: A Moment of Focused Intensity
A young person, bathed in the ethereal glow of blue and pink lights, sits engrossed in their work. The dimly lit room adds an air of mystery, highlighting their focused expression as they navigate the digital world. This image captures the essence of a techy, introspective mind lost in the depths of their craft.
Prompt
poses hands-in-pockets: focused, intense ; A gamer, sitting at a desk with a controller in hand; close-up; gaming; neon lights and computer screens; cinematic
Characteristic
Shot : A young man is sitting in front of a computer, playing a video game. He is wearing a hoodie and has a focused expression on his face. The room is dimly lit, with blue and pink neon lights creating a vibrant atmosphere.
Aesthetic Score : 0.6
Mood : intense, focused, futuristic
Quality
Entropy : 6.74
Noise : 71
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.30
Image errors : Slight noise and a bit of blur, especially in the background. The lighting also creates some uneven exposure.
Parisian Dreams: A Moment of Joy at the Eiffel Tower
A young man stands before the iconic Eiffel Tower, his smile radiating pure happiness. The scene captures a moment of carefree joy, with the Eiffel Tower serving as a backdrop to his wonder and delight.
Prompt
poses hands-in-pockets: amazed, happy ; A tourist, admiring a famous landmark; medium shot; tourism; bustling city streets and iconic architecture; cinematic
Characteristic
Shot : A young man is standing in front of the Eiffel Tower, looking up and smiling.
Aesthetic Score : 0.7
Mood : happy, youthful, carefree
Quality
Entropy : 6.93
Noise : 71
Prompt Clip Score : 0.26
AI Evaluation
Likelihood of AI : 0.10
Image errors : There are no significant image errors.
Sunset Wanderlust: A Man’s Journey Towards the Horizon
A solitary figure walks along a country road, bathed in the golden hues of a setting sun. His backpack suggests a journey, while his posture evokes a sense of tranquility and introspection. The scene captures the essence of adventure and the longing for something beyond the horizon.
Prompt
poses hands-in-pockets: free, adventurous ; A backpacker, walking along a scenic road; medium shot; travel; rolling hills and vibrant wildflowers; cinematic
Characteristic
Shot : A man walks down a paved road in the countryside, with a backpack on his shoulders and a sunset in the background.
Aesthetic Score : 0.7
Mood : tranquil, adventurous, contemplative
Quality
Entropy : 6.66
Noise : 72
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.20
Image errors : The image has some slight blurring around the edges, possibly due to a lack of sharpness or a post-processing effect.
Sunset Silhouettes: Friends Embrace the Golden Hour
Four friends stand on a beach, their silhouettes outlined against the vibrant sunset. The scene evokes a sense of carefree joy and nostalgia, capturing the warmth and beauty of a perfect summer evening.
Prompt
poses hands-in-pockets: relaxed, joyful ; A group of friends, standing on a beach at sunset; wide shot; groups; golden sand and crashing waves; cinematic
Characteristic
Shot : A group of four friends are standing on a beach at sunset. They are all looking out at the ocean. The light is soft and golden, and the mood is relaxed and happy.
Aesthetic Score : 0.7
Mood : happy, relaxed, carefree
Quality
Entropy : 6.53
Noise : 65
Prompt Clip Score : 0.30
AI Evaluation
Likelihood of AI : 0.10
Image errors : The image has slight overexposure and a few small artifacts, especially in the sky.
Firefighter Bravely Faces Blazing Inferno
A dramatic image captures the intensity of a fire scene, with a firefighter in full gear standing defiantly against a backdrop of roaring flames. The stark contrast between the dark figure and the bright fire highlights the danger and heroism of the situation.
Prompt
poses hands-in-pockets: brave, determined ; A firefighter, standing in front of a burning building; medium shot; heroism; smoke and flames; cinematic
Characteristic
Shot : A firefighter in full gear stands in front of a burning building. The image is taken at a close distance, focusing on the firefighter’s face and upper body.
Aesthetic Score : 0.6
Mood : intense, dramatic, serious
Quality
Entropy : 6.87
Noise : 79
Prompt Clip Score : 0.27
AI Evaluation
Likelihood of AI : 0.20
Image errors : Some minor artifacts are visible in the image, particularly around the edges of the flames and in the background.
Shadows of Adventure: Exploring the Unknown
Three figures, silhouetted against the darkness of a cave, are illuminated by the beams of their headlamps. The scene evokes a sense of mystery and adventure, as the explorers venture deeper into the unknown. The interplay of light and shadow creates a dramatic effect, leaving the viewer to wonder what secrets lie ahead.
Prompt
poses hands-in-pockets: cautious, curious ; A group of explorers, navigating a dark cave; medium shot; adventure; stalactites and stalagmites; cinematic
Characteristic
Shot : Three people wearing headlamps are walking through a cave, the walls of the cave are dark and wet, and there is a light at the end of the tunnel.
Aesthetic Score : 0.6
Mood : mysterious, adventurous, dramatic
Quality
Entropy : 6.68
Noise : 86
Prompt Clip Score : 0.28
AI Evaluation
Likelihood of AI : 0.90
Image errors : The image is a bit noisy, and there are some artifacts in the shadows. It appears to be a composite with the figures added in.
Joyful Gaming: A Boy’s Birthday Celebration
A young boy beams with excitement as he plays video games in a room decorated for a party. Confetti and balloons add to the festive atmosphere, capturing the joy and playfulness of the moment.
Prompt
poses hands-in-pockets: excited, triumphant ; A gamer, celebrating a victory with friends; close-up; gaming; celebratory confetti and flashing lights; cinematic
Characteristic
Shot : A young boy is sitting in a gaming chair, in front of a computer, with a keyboard in his hands. He is smiling widely. In the background, a woman and a man are seated at a desk, possibly also playing a game.
Aesthetic Score : 0.7
Mood : joyful, energetic, playful
Quality
Entropy : 6.86
Noise : 79
Prompt Clip Score : 0.24
AI Evaluation
Likelihood of AI : 0.10
Image errors : There are some minor artifacts in the background.
Parisian Family Portrait: Love and Laughter Under the Eiffel Tower
A heartwarming scene of a family of four enjoying a Parisian adventure. The Eiffel Tower provides a stunning backdrop as the parents share loving moments with their children, capturing the joy and romance of the city.
Prompt
poses hands-in-pockets: happy, united ; A family, standing in front of a famous monument; wide shot; tourism; historical landmark and sunny sky; cinematic
Characteristic
Shot : A family of four is standing in front of the Eiffel Tower. The father is holding a young boy, while the mother is holding a baby. The mother is wearing a yellow dress, while the father is wearing a blue shirt and khaki pants. They are all looking up at the Eiffel Tower.
Aesthetic Score : 0.7
Mood : happy, joyful, family
Quality
Entropy : 6.60
Noise : 69
Prompt Clip Score : 0.29
AI Evaluation
Likelihood of AI : 0.10
Image errors : Slight overexposure in the sky.
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 0.35, 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 the scene described in the prompt and create a shot that aligns with it.
- Aesthetic Analysis: The model scored 0.09, 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://api.bfl.ml/docs#/util/get_result_v1_get_result_get