AI's Camera Skills: Good Composition, But Missing the Mood with Imagen-v3

In the realm of generative AI, the ability to create images based on textual prompts is rapidly evolving. This experiment delves into the model’s understanding of camera positions and shot composition, using a series of prompts that specify both technical and aesthetic elements. While the model demonstrates a strong grasp of technical aspects, it struggles to capture the desired aesthetic, highlighting the ongoing challenges in AI image generation. This blog post explores the results, analyzing the model’s strengths and weaknesses, and providing insights into the future of AI-powered image creation.

Created with: imagen-v3

Silhouetted Against the Sun, a Moment of Serenity on the Mountaintop

A lone figure stands in silhouette, gazing out at a sea of clouds bathed in the golden light of the distant sun. The vastness of the scene evokes a sense of awe and wonder, while the solitary figure invites contemplation and a feeling of peace.

Prompt

camera-positions Point-of-view (POV) shot: Epic, triumphant, awe-inspiring ; A lone figure standing on a mountain peak; wide shot; heroism; dramatic cloudscape; cinematic

Characteristic

Shot : A lone figure stands on a mountaintop, looking out at a vast expanse of clouds with the sun shining brightly in the distance.

Aesthetic Score : 0.8

Mood : serene, contemplative, majestic

Quality

Entropy : 6.56

Noise : 70

Prompt Clip Score : 0.32

AI Evaluation

Likelihood of AI : 0.30

Image errors : None apparent.

Unveiling the Treasure: A Hand Reaches for Riches in a Mysterious Cave

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A hand, reaching out towards a treasure chest overflowing with gold coins, sets the stage for an exciting adventure. The dark cave and dramatic lighting create a sense of mystery and anticipation, leaving you eager to discover what lies within.

Prompt

camera-positions Point-of-view (POV) shot: Intriguing, suspenseful, adventurous ; A hand reaching for a treasure chest; close-up; adventure; dark, mysterious cave; cinematic

Characteristic

Shot : A hand reaches out towards a treasure chest filled with gold coins in a dark cave.

Aesthetic Score : 0.7

Mood : mysterious, adventurous, exciting

Quality

Entropy : 5.42

Noise : 64

Prompt Clip Score : 0.29

AI Evaluation

Likelihood of AI : 0.90

Image errors : The image is slightly blurry and the lighting is a bit too dark, especially on the hand.

Blue Glow of Focus: A Gamer’s Intensity

A close-up shot captures the hands of a gamer gripping a black gamepad, its blue glow illuminating the scene. The blurry background adds a sense of intensity and focus, creating a futuristic and dramatic mood.

Prompt

camera-positions Point-of-view (POV) shot: Focused, intense, exhilarating ; A player’s hands manipulating a controller; close-up; gaming; brightly lit gaming room; cinematic

Characteristic

Shot : A close-up shot of hands holding a black gamepad controller. The gamepad has a blue glow. The background is blurry and dark.

Aesthetic Score : 0.6

Mood : intense, focused, futuristic

Quality

Entropy : 6.52

Noise : 65

Prompt Clip Score : 0.30

AI Evaluation

Likelihood of AI : 0.80

Image errors : The image is slightly blurry and the hands look a little bit unnatural. The blue glow could be considered artificial.

A Mysterious Cobblestone Street Leading to a Grand Dome

This intriguing urban scene features a narrow cobblestone street lined with tall buildings, leading towards a majestic dome-shaped structure in the distance. The wide-angle lens captures the depth and grandeur of the perspective, creating a sense of mystery and wonder.

Prompt

camera-positions Point-of-view (POV) shot: Energetic, exciting, overwhelming ; A bustling city street; wide shot; tourism; vibrant, colorful buildings; cinematic

Characteristic

Shot : A narrow cobblestone street lined with tall buildings on both sides. The street leads to a large dome-shaped building in the distance. People are walking along the street.

Aesthetic Score : 0.7

Mood : mysterious, urban, intriguing

Quality

Entropy : 6.42

Noise : 94

Prompt Clip Score : 0.25

AI Evaluation

Likelihood of AI : 0.10

Image errors : There are no noticeable artifacts or errors in the image. The resolution is sufficient to view the image at a larger size.

Fleeting Moments of Tranquility

A train window frames a picturesque scene of rolling green hills, a weathered fence, and distant trees. The motion blur of the passing landscape evokes a sense of nostalgia and the fleeting nature of time, leaving a feeling of tranquil contemplation.

Prompt

camera-positions Point-of-view (POV) shot: Tranquil, contemplative, nostalgic ; A train window view of passing landscapes; medium shot; travel; rolling hills and fields; cinematic

Characteristic

Shot : A view from a train window looking out at a rolling green landscape with a fence, a field, trees, and a cloudy sky

Aesthetic Score : 0.7

Mood : tranquil, contemplative, nostalgic

Quality

Entropy : 5.90

Noise : 88

Prompt Clip Score : 0.30

AI Evaluation

Likelihood of AI : 0.20

Image errors : The motion blur of the landscape is somewhat distracting.

Campfire Laughter: A Night of Warmth and Connection

Three friends gather around a crackling campfire, their laughter echoing through the darkness. The warm glow of the flames creates a sense of intimacy and joy, capturing the essence of a perfect night spent with loved ones.

Prompt

camera-positions Point-of-view (POV) shot: Warm, intimate, joyful ; A group of friends laughing and talking around a campfire; medium shot; groups; starry night sky; cinematic

Characteristic

Shot : Three people are gathered around a campfire at night, they are laughing and enjoying each other’s company.

Aesthetic Score : 0.7

Mood : happy, warm, relaxed

Quality

Entropy : 5.71

Noise : 99

Prompt Clip Score : 0.30

AI Evaluation

Likelihood of AI : 0.20

Image errors : No visible artifacts or errors in the image.

Ready for Takeoff: A Pilot’s View

Feel the thrill of anticipation as you peer through the cockpit window of a small plane, poised for takeoff. The image captures the intense focus and excitement of a pilot preparing for an exhilarating journey.

Prompt

camera-positions Point-of-view (POV) shot: Thrilling, exhilarating, powerful ; A pilot’s view of the cockpit during takeoff; close-up; heroism; runway and clouds; cinematic

Characteristic

Shot : A pilot’s view from the cockpit of a small plane as it prepares to take off on a runway.

Aesthetic Score : 0.7

Mood : intense, anticipation, focused

Quality

Entropy : 5.09

Noise : 72

Prompt Clip Score : 0.29

AI Evaluation

Likelihood of AI : 0.20

Image errors : No noticeable artifacts or errors.

A Tiny Explorer in a World of Wonder

Dive into a tranquil underwater scene where a lone scuba diver explores a vibrant coral reef. The diver’s small size against the vastness of the reef emphasizes the beauty and fragility of this underwater paradise. Fish dart around the diver and coral, creating a sense of adventure and wonder.

Prompt

camera-positions Point-of-view (POV) shot: Peaceful, serene, awe-inspiring ; A diver exploring a coral reef; wide shot; adventure; colorful fish and marine life; cinematic

Characteristic

Shot : A scuba diver is exploring a coral reef, the diver is in the upper left of the image and swimming towards the right, there are fish swimming around the diver and the coral, the water is clear and blue

Aesthetic Score : 0.75

Mood : tranquil, adventurous, underwater

Quality

Entropy : 6.81

Noise : 95

Prompt Clip Score : 0.31

AI Evaluation

Likelihood of AI : 0.20

Image errors : No noticeable errors

Fantasy World Comes to Life on Computer Screen

A serene and calming scene unfolds on a computer monitor, showcasing a fantasy world with a winding river and distant buildings. The game’s lighting creates a sense of depth and atmosphere, enhancing the visual appeal of the image.

Prompt

camera-positions Point-of-view (POV) shot: Immersive, engaging, exciting ; A gamer’s screen displaying a virtual world; close-up; gaming; vibrant, fantastical landscape; cinematic

Characteristic

Shot : A computer monitor displaying a video game scene. The game appears to be set in a fantasy world with a river winding through a valley and buildings in the distance. The monitor is on a desk with a keyboard and mouse in front of it.

Aesthetic Score : 0.6

Mood : fantasy, serene, calming

Quality

Entropy : 6.35

Noise : 90

Prompt Clip Score : 0.25

AI Evaluation

Likelihood of AI : 0.10

Image errors : There are no noticeable artifacts or errors in the image.

Golden Hour Serenity: Sunset Over a Tranquil Ocean

Capture the breathtaking beauty of a sunset over a calm ocean, with golden light casting a warm glow on the water. This serene scene evokes a sense of peace and tranquility, perfect for a moment of relaxation.

Prompt

camera-positions Point-of-view (POV) shot: Romantic, peaceful, serene ; A panoramic view of a sunset over a beach; wide shot; travel; golden light and waves; cinematic

Characteristic

Shot : A breathtaking sunset over a calm ocean with a sandy beach in the foreground.

Aesthetic Score : 0.7

Mood : tranquil, serene, golden

Quality

Entropy : 6.61

Noise : 88

Prompt Clip Score : 0.27

AI Evaluation

Likelihood of AI : 0.20

Image errors : No significant errors

Conclusion

The results show that the generative AI model performed well in understanding and implementing camera positions and shot composition, but struggled with achieving the desired aesthetic. Here’s a breakdown:

Camera Position:

• Score: 0.4
• Interpretation: This score falls below the “good” range of 0.5 to 0.75. It suggests that the model didn’t perfectly capture the intended camera positions described in the prompt.

Shot Analysis:

• Score: 0.515
• Interpretation: This score falls within the “good” range, indicating the model successfully understood and implemented the shot composition elements from the prompt.

Aesthetic Analysis:

• Score: 0.145
• Interpretation: This score is significantly higher than the “very good” range of -0.2 to 0.1. It suggests that the generated image’s aesthetic deviated considerably from the expected aesthetic described in the prompt.

Overall:

The model demonstrates a good understanding of camera positions and shot composition, but struggles to achieve the desired aesthetic. This suggests that the model might need further training to better understand and implement aesthetic elements in its generated images.