CRW style photography Lora
Article: "The Accidental Back Door" MJV7
https://open.substack.com/pub/mushroomfleet/p/the-accidental-back-door?utm_campaign=post&utm_medium=web
(flux shuttle jaguar GGUF Q8, 12 step is used for all demo images)

Introduction

This report analyzes a dataset of image captions used to train a generative image model referred to as "crw style." The dataset consists of detailed descriptions of photographs, all beginning with the phrase "photo of crw style, ." By examining these captions, we can infer the capabilities, aesthetic preferences, and subject matter that the model has been trained to generate.

Primary Trigger Phrase

The universal pattern across all captions is the opening phrase "photo of crw style, ." This appears to function as a style identifier that signals the model to generate images in this particular aesthetic. All captions follow this trigger with detailed, observational descriptions.

Subject Categories

The captions reveal that the model has been trained on a diverse range of subject matter:

Natural Landscapes (Predominant)

• Forests, lakes, rivers, mountains, valleys

• Often described as "serene," "tranquil," or "peaceful"

• Many scenes feature reflective water bodies

• Seasonal variations with emphasis on autumn colors

• Sunrise/sunset lighting conditions are common

Examples:

• "The image depicts a serene and picturesque landscape of a river or lake surrounded by rugged mountains. The sky is overcast with clouds, casting a muted light over the scene."

• "The image captures a breathtaking sunset over a rocky coastline. The sun is setting behind a cliff, casting a warm golden glow across the sky and reflecting off the water below."

Wildlife

• Birds: crows, herons, pelicans, egrets, small songbirds

• Insects: butterflies, bees, dragonflies

• Mammals: deer

• Often depicted in natural habitats

Examples:

• "The image is a black and white photograph of a crow perched on a branch overhanging a body of water."

• "The image captures a majestic white egret in mid-flight, its wings spread wide as it takes off from a wooden platform surrounded by green foliage."

Industrial/Transportation

• Railroad tracks and trains (both active and abandoned)

• Power lines and utility poles

• Construction sites

Examples:

• "The image depicts a train traveling on railroad tracks during what appears to be either sunrise or sunset. The sky is a gradient of warm colors, transitioning from orange near the horizon to blue higher up."

• "The image depicts an abandoned railroad track surrounded by overgrown vegetation and trees. The tracks are old and weathered, with rusted metal rails and wooden ties."

Urban Elements

• Abandoned buildings

• Graffiti-covered walls

• Street murals

• Transportation infrastructure (train stations, platforms)

Examples:

• "The image depicts an abandoned and dilapidated interior of a building. The space is characterized by peeling paint, graffiti-covered walls, and broken windows."

• "The image depicts a train station at night, with a train covered in colorful graffiti on the left side of the platform."

Portraits

• Both color and black and white styles

• Various ages and genders

• Often with dramatic lighting or vintage styling

• Frequently in natural settings

Examples:

• "The image is a black and white portrait of a woman with a vintage aesthetic. She is wearing a wide-brimmed hat adorned with lace and a floral embellishment."

• "The image is a black and white portrait of a person with their eyes closed, resting their head on their hand."

Still Life/Objects

• Modern furniture (particularly wooden stools and benches)

• Food items (hamburgers specifically)

• Flowers and plants

Examples:

• "The image depicts a modern wooden stool with a unique, organic design. The seat is curved and perforated, allowing for ventilation, while the legs are thin and angular."

• "The image shows a classic cheeseburger with a sesame seed bun on top. The burger includes a juicy beef patty, melted yellow cheese, fresh green lettuce, and slices of red tomato and purple onion."

Textural/Abstract

• Peeling paint and rust

• Weathered surfaces

• Close-ups of natural elements

Examples:

• "The image depicts an old, weathered metal surface with layers of peeling paint. The colors visible include shades of blue, green, orange, and rust, indicating significant wear and tear over time."

• "The image shows a young plant sprouting from dark, rich soil. The plant has three prominent green leaves with serrated edges and a central stem."

Aesthetic Preferences

Lighting and Atmosphere

• Golden hour lighting (sunset/sunrise) appears frequently

• Dramatic cloud formations

• Reflections in water

• Bokeh effects in backgrounds

• Dappled light through trees

Composition

• Many images described with foreground, middle ground, and background elements

• Focus on contrasts (man-made vs. natural, decay vs. growth)

• Detailed attention to color relationships

Mood

• Tranquility and serenity predominate

• Melancholy associated with abandoned structures

• Sense of nostalgia in rural scenes

Techniques

• Black and white photography for certain portraits and moody scenes

• Shallow depth of field for close-up subjects

• Silhouettes against bright backgrounds

Visual Themes and Motifs

Abandonment and Decay

• Numerous descriptions of abandoned railroad tracks

• Dilapidated buildings with peeling paint

• Rusty metal surfaces

• Nature reclaiming human-made structures

Examples:

• "The image depicts an abandoned and dilapidated building with peeling paint and broken windows. The scene is set in a desolate area with tall, dry grass and weeds encroaching into the space between two old buildings."

• "The overall atmosphere is one of desolation and abandonment, with the remnants of an industrial past now overtaken by nature."

Seasonal Change

• Strong emphasis on autumn scenery

• Cherry blossoms suggesting spring

• Varied vegetation states

Examples:

• "The trees display vibrant fall foliage in shades of orange, yellow, and green, creating a picturesque landscape."

• "The image showcases a close-up view of cherry blossoms in full bloom. The flowers are predominantly pink with subtle hints of red, and they are arranged in clusters along a branch."

Natural vs. Man-made

• Juxtaposition of natural elements with human structures

• Power lines against dramatic skies

• Trains moving through natural landscapes

Examples:

• "In the foreground, there is a silhouette of an electrical pole and several power lines, adding a sense of depth and perspective to the scene."

• "The image depicts a serene rural landscape at sunset. A train is traveling on the tracks, with its cargo cars illuminated by the fading sunlight."

Common Descriptive Terms

To better understand the characteristic elements of the "crw style" aesthetic, we analyzed the frequency of descriptive terms used in the captions:

Descriptive Term Frequency Associated Subjects Serene/Tranquil/Peaceful Very High Landscapes, water scenes, forests Abandoned/Dilapidated High Railroad tracks, buildings, industrial structures Reflective/Reflection High Water bodies, puddles, wet surfaces Vibrant/Colorful Medium Autumn foliage, flowers, graffiti, sunsets Dramatic/Striking Medium Skies, lighting conditions, contrasts Lush/Dense Medium Vegetation, forests, greenery Black and white Medium Portraits, moody landscapes Weathered/Aged/Rusty Medium Metal surfaces, doors, abandoned structures Blurred/Bokeh Medium Backgrounds in portraits, close-ups Silhouette Low Subjects against bright backgrounds (sunset)

Limitations and Gaps

Based on the caption data, the model may have limited capability in generating:

• Large groups of people or crowded scenes

• Action or high-movement scenarios (except occasional mountain biking)

• Specific architectural styles

• Night photography (few nocturnal scenes described)

• Underwater photography

• Aerial/drone perspectives (only one aerial view mentioned)

Conclusion

The "crw style" image model appears to have been trained primarily on contemplative, aesthetic photography with an emphasis on natural beauty, seasonal change, and the interplay between human structures and natural environments. It demonstrates capability across landscape, wildlife, portrait, and still life photography, with particular strength in capturing serene outdoor scenes and moments of transition (both in nature and in human-made structures).

The predominance of terms like "serene," "tranquil," and "peaceful" suggests that the model is particularly tuned to generate images with a calm, reflective quality. Scenes of abandonment and decay appear frequently, suggesting a nostalgic or wistful aesthetic preference, while the emphasis on natural beauty—especially at transitional times like sunset or during autumn—reinforces this contemplative approach.

The trigger phrase "photo of crw style" reliably produces descriptions that conform to this aesthetic approach, making it a useful prompt for generating imagery with contemplative, atmospheric qualities.