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HomeAI Prompt LibraryAI Image PromptsBefore-and-after outsider art transformation
Before-and-after outsider art transformation — AI image prompt — GPT Image 2.5 — Abstract, Vintage, Sketch - 1
Before-and-after outsider art transformation — AI image prompt — GPT Image 2.5 — Abstract, Vintage, Sketch - 2
Before-and-after outsider art transformation — AI image prompt — GPT Image 2.5 — Abstract, Vintage, Sketch - 3

Before-and-after outsider art transformation

OpenAIGPT Image 2.5OpenAIimage

Create one vertically stacked before-and-after comparison using the supplied image as the only source. LAYOUT:Exactly two equal-height panels: original image on top, transformed image on bottom. Both panels have the source image's aspect ratio and identical width. The complete canvas is twice the source image's height. Join the panels directly at a clean horizontal seam. No thick divider, extra panel, decorative frame, labels, or added text. TOP PANEL — ORIGINAL:Place the supplied image unchanged in the upper half. Preserve its full composition, original colors, lighting, details, existing text, and crop. Do not redraw, retouch, stylize, or apply texture to this panel. BOTTOM PANEL — OUTSIDER ART:Redraw the same scene as a flat, densely textured naïve folk-art print. Preserve the main subject, recognizable silhouettes, relative positions, important objects, and overall composition. Do not invent additional subjects or props. Flatten the ground into map-like color zones, with people, trees, buildings, and objects shown in simple frontal or side elevation. Remove converging perspective, photographic depth, directional lighting, and cast shadows.Use warm paper white, warm ink black, and two to four subdued colors derived from the source. Choose one existing object or connected detail as the only saturated accent. Give each large zone one consistent handmade texture: stitch marks, irregular window grids, or dense foliage marks. Keep the texture dense, rhythmic, and slightly imperfect. Where people appear, use small, solid, faceless figures with filled clothing and limbs of visible width. Render every surface as opaque printed ink on matte paper, with no photographic remnants.Keep all illustration, paper texture, and color changes strictly inside the lower panel. No gradients, glossy vector finish, watercolor, stick figures, cute cartoon proportions, invented lettering, or watermark.

Details
Type
AI Image Prompts
Aspect Ratio
3:4
Updated
Oct 21, 2026
Category
AbstractVintageSketch
Source

How to use this prompt

  1. 1Copy the full prompt with the copy button above.
  2. 2Open GPT Image 2.5 by OpenAI, or any image generator with a similar style range.
  3. 3Paste the prompt, then swap the subject and style keywords to match your idea.
  4. 4Match the example's settings (3:4 · Abstract · Vintage · Sketch), then iterate — small wording changes shift the output a lot.

Frequently asked questions

Which AI model generated this image?

This image was generated with GPT Image 2.5 by OpenAI. The prompt on this page is the exact text used to create it.

What settings does this prompt use?

The example was generated with GPT Image 2.5 using: 3:4 · Abstract · Vintage · Sketch. Reusing these settings gives the closest match.

How do I get similar results?

Copy the prompt as-is first, then replace only the subject while keeping the style, lighting, and composition keywords. Generate a few variations — outputs differ between runs.

Can I modify this prompt?

Yes. Prompts work best as starting points — adjust descriptors, aspect ratio, or style tags to make the output your own.

More GPT Image 2.5 prompts

{

  "user_inputs": {
    "pose": "{{USER_DEFINED_POSE}}",
    "background": "{{USER_DEFINED_BACKGRO — AI image prompt — GPT Image 2.5
OpenAIGPT Image 2.5
{ "user_inputs": { "pose": "{{USER_DEFINED_POSE}}", "background": "{{USER_DEFINED_BACKGROUND}}", "pet": "{{USER_DEFINED_PET}}" }, "generation_settings": { "aspect_ratio": "3:4", "orientation": "portrait", "output_type": "illustration", "quality": "high", "style_consistency": "strict" }, "core_prompt": { "objective": "Create a beautifully composed, nostalgic fashion illustration matching the exact visual language of the provided reference images. Every output must look like part of the same illustrated editorial collection, with only the pose, environment, and pet determined by user input.", "subject": { "identity": "A stylish young adult woman illustrated in a sophisticated contemporary vintage aesthetic.", "appearance": "Expressive face, naturally proportioned facial features, softly defined eyes, delicate nose, subtle blush, understated makeup, and a relaxed, confident expression.", "hair": "Attractive, naturally flowing hairstyle with softly rendered strands, gentle volume, and a silhouette that complements the overall outfit.", "fashion": "Tasteful, contemporary casual-chic clothing inspired by vintage European street style. Layered knitwear, oversized sweaters, ribbed turtlenecks, tailored trousers, dungarees, cropped jackets, berets, beanies, canvas sneakers, and understated accessories.", "wardrobe_rules": "Generate a coordinated outfit appropriate to the scene. Use rich forest green, cream, warm beige, muted olive, rust red, burgundy, and other harmonious earthy colors. Clothing should have convincing folds, visible fabric texture, clean silhouettes, and carefully illustrated seams.", "accessories": "Optional gold earrings, subtle necklaces, belts, hats, glasses, or small handbags when appropriate to the outfit.", "character_consistency": "Maintain the same general illustration quality, facial sophistication, anatomy, and fashion sensibility across generations without forcing an identical hairstyle, outfit, or facial appearance." }, "art_direction": { "medium": "Premium hand-painted digital illustration with the appearance of traditional gouache, colored pencil, and lightly textured vintage editorial artwork.", "influences": "European lifestyle illustration, retro fashion magazine art, mid-century interior illustration, contemporary character concept art.", "linework": "Fine, controlled, softly visible outlines. Avoid thick cartoon contours, harsh ink strokes, and exaggerated anime linework.", "shading": "Painterly tonal transitions, soft edge control, subtle ambient occlusion, delicate facial shading, and restrained highlights.", "texture": "Fine paper grain, subtle pigment irregularities, lightly distressed printed texture, delicate canvas-like surface, and restrained analog film grain.", "detail_level": "Highly refined clothing textures, expressive facial details, carefully rendered hands, believable anatomy, and thoughtfully illustrated environmental objects.", "finish": "Polished, sophisticated, cohesive, tactile, and unmistakably illustrated rather than photographic or three-dimensional." }, "pose": { "instruction": "Follow the user-defined pose exactly.", "input": "{{USER_DEFINED_POSE}}", "requirements": [ "Respect the requested body orientation and posture.", "Match the placement of the arms, hands, legs, and head.", "Preserve natural body proportions and believable weight distribution.", "Ensure the pose interacts naturally with furniture, props, and the environment.", "Do not replace the requested pose with a default standing fashion pose." ] }, "background": { "instruction": "Build the entire environment around the user-defined background.", "input": "{{USER_DEFINED_BACKGROUND}}", "visual_treatment": "Illustrate the setting with the same warm, nostalgic, painterly treatment as the character.", "design_language": "Use architectural geometry, carefully selected furniture, decorative objects, framed graphic artwork, plants, and small lifestyle details only when appropriate to the specified environment.", "depth": "Establish clear foreground, middle ground, and background using overlapping shapes, atmospheric tonal separation, and natural perspective.", "integration": "The environment must feel deliberately art-directed and visually cohesive, never like a photographic background pasted behind an illustration.", "restrictions": [ "Do not substitute a different location.", "Do not automatically add a kitchen, gallery, cafe, or living room.", "Do not introduce unrelated props merely to imitate a specific reference scene." ] }, "pet": { "instruction": "Include the pet specified by the user.", "input": "{{USER_DEFINED_PET}}", "rendering": "Illustrate the animal in the same soft, detailed, painterly style as the woman.", "requirements": [ "Preserve the requested animal species and recognizable physical characteristics.", "Give the pet believable anatomy and a clear, appealing silhouette.", "Use expressive eyes and carefully rendered fur, feathers, scales, or other species-appropriate surface details.", "Match the pet's lighting, color palette, perspective, and ground contact to the environment.", "Make the pet a naturally integrated secondary subject rather than a competing focal point." ], "placement": "Position the pet naturally within the scene according to the user-defined composition.", "restrictions": [ "Do not replace the specified pet with another animal.", "Do not add additional animals unless requested.", "Do not force a collar, costume, or accessory unless appropriate to the input." ] }, "lighting_and_color":
Details
Create a sophisticated, dreamy editorial magazine cover titled “[COUNTRY NAME] — A COUNTRY IN ONE DR — AI image prompt — GPT Image 2.5
OpenAIGPT Image 2.5
Create a sophisticated, dreamy editorial magazine cover titled “[COUNTRY NAME] — A COUNTRY IN ONE DREAM”. The entire composition should feel like a poetic visual journey rather than a conventional travel poster. Use a warm ivory paper background with subtle handmade paper texture, elegant high-fashion serif typography, and delicate architectural linework. Build the country’s identity through layered miniature scenes that seamlessly merge into one surreal landscape: dramatic mountains fading into mist, an ancient architectural landmark emerging from clouds, a winding river transforming into a silk ribbon, traditional houses nestled among trees, tiny local people walking along stone paths, native wildlife, iconic food, flowers, traditional crafts, and subtle cultural symbols. Instead of placing everything separately, make each element flow organically into the next, almost like an illustrated dream. Add translucent watercolor washes, fine ink outlines, soft faded edges, atmospheric fog, reflections in still water, tiny handwritten-style annotations, ornamental borders, and subtle geometric design elements. Color palette: muted sage, dusty blue, warm beige, pale peach, soft gray, touches of faded terracotta. Style: luxury travel magazine × Japanese watercolor × vintage cartography × contemporary editorial design × dreamscape illustration. Mood: peaceful, intelligent, nostalgic, cinematic, elegant, mysterious and deeply connected to the culture. At the bottom, add a small elegant line: “Places become memories. Cultures become stories.” Vertical 4:5 composition, highly detailed, refined negative space, premium print quality, delicate textures, sophisticated visual hierarchy, no photorealism, no clutter.
Details
2x2 grird, do this for 4 fashion movement of various decades, 16:9 class EditorialPoster:     def __ — AI image prompt — GPT Image 2.5
OpenAIGPT Image 2.5
2x2 grird, do this for 4 fashion movement of various decades, 16:9 class EditorialPoster: def __init__(self, topic): self.topic = topic self.resolution = self.resolve_auto_fields(topic) def resolve_auto_fields(self, topic): # Module 2: Copy & Facts self.title = generate_title(topic, max_words=5) self.tagline = generate_tagline(topic, min_words=3, max_words=8) self.labels = extract_key_points(topic, count=6-12, relationship="components") # principles/stages/types # Module 3: The Surreal Character Engine self.mechanism = infer_verb(topic) # e.g., "filtering", "branching", "accumulating" self.base_form = select_organism(self.mechanism) # human, animal, or object # CRITICAL: Transformation must be structural, not just accessories self.transformation = invent_structural_alteration(self.base_form, self.mechanism) self.pose = select_pose(topic, attitude="intriguing_uncanny") # Module 5: Geometry & Palette self.geometry = select_geometric_family(topic) # rays, arcs, ribbons, grids self.palette = derive_accent_colors(topic, count=2-6, mood="flat_matte_weathered") def verify_character_logic(self): # The "Thumbnail & Concept" Check assert is_structural(self.transformation), "Module 3: Must be anatomy/proportion, not accessories." assert fits_sentence(self.transformation, self.mechanism), "Module 3: Logic check failed." assert visible_at_thumbnail(self.transformation), "Module 3: Must read at small scale." assert not is_generic_cute_scary(self.pose), "Module 3: Avoid default emotional tropes." def render(self): self.verify_character_logic() # Module 1 & 6: Style Kernel canvas = Canvas(aspect="1:1", bg="warm_ivory", texture="subtle_analog_grain") # Hero: Grayscale, sculptural shading, stippling/halftone hero = render_grayscale_sculptural(self.base_form, self.transformation, self.pose, shading="fine_stippling", texture="tactile_print") # Module 4: Adaptive Layout layout = adaptive_composition( hero=hero, title=self.title, # Oversized, black, condensed, uppercase labels=self.labels, # Compact, high contrast geometry=self.geometry, # Connects hero to info palette=self.palette # Flat, matte accents ) return canvas.compose(layout, typography="extreme_contrast_hierarchy") EditorialPoster($ TOPIC).render()
Details
Create one vertical 3:4 diptych for each uploaded photo, divided into equal top and bottom halves wi — AI image prompt — GPT Image 2.5
OpenAIGPT Image 2.5
Create one vertical 3:4 diptych for each uploaded photo, divided into equal top and bottom halves with a seamless join. No divider, frame, or collage. Swiss editorial design, experimental photography, and vintage print aesthetics. TOP HALF — ORIGINAL PHOTOGRAPH Preserve the original identity, pose, scene, composition, perspective, lighting, and colors. Allow only subtle color grading and background extension. No text. BOTTOM HALF — SEVEN EXPERIMENTAL TEXTURE ZONES Repeat the entire original photo. Overlay seven asymmetrical rectangular zones of different sizes directly onto the image pixels, crossing non-critical details. Maintain visual continuity inside and outside every zone. Never crop, zoom, shift, duplicate, or redraw the image. Keep all important focal features visible. SEVEN NUMBERED TECHNIQUES 01. Reeded Glass: Vertical optical refraction. 02. Black-and-White Engraving: Fine etched lines and crosshatching. 03. American Stipple: Black-and-white microdot texture. 04. Vintage Halftone: CMYK printing dots. 05. Pixel Mosaic: Square pixel blocks. 06. Transparent Overlay: 2–4 translucent overlapping layers. 07. Duotone Screen Print: Two-color screen-printing effect. DESIGN DETAILS Add hairline borders, tiny corner squares, and fine leader lines to identify each rectangular zone. Label every technique with its corresponding number and English name. Keep all areas outside the seven zones photographic and realistic. STRICT REQUIREMENTS No logos, watermarks, extra images, or unnecessary decorative elements. Preserve the original photograph's integrity and maintain a clean, sophisticated editorial layout. OUTPUT: One high-definition 3:4 vertical poster with equal top and bottom halves.
Details
Create a premium cinematic luxury tourism poster for [COUNTRY / DESTINATION] in a STRICT 4:5 vertica — AI image prompt — GPT Image 2.5
OpenAIGPT Image 2.5
Create a premium cinematic luxury tourism poster for [COUNTRY / DESTINATION] in a STRICT 4:5 vertical format, designed like an official international tourism campaign. COMPOSITION Create a sophisticated editorial layout with a strong visual hierarchy. LEFT — INFORMATION PANEL A dark matte black/deep charcoal panel occupying approximately 30% of the width. [COUNTRY NAME] — large, elegant classical serif typography "[SHORT TAGLINE]" — refined secondary text Clean travel-information section using subtle icons and modern sans-serif typography: Capital: [CAPITAL] Area: [AREA] Famous for: [3–5 KEY CHARACTERISTICS] Best time to visit: [SEASON / MONTHS] Iconic places: [5–7 LOCATIONS] Use ivory, cream and muted gold typography with minimal geometric or authentic cultural motifs. Keep everything elegant, organized and highly readable. RIGHT — CINEMATIC DESTINATION SCENE Create a breathtaking ultra-realistic cinematic panoramic landscape that authentically represents [COUNTRY / DESTINATION]. Naturally integrate: Iconic city skyline and real, geographically appropriate landmarks Dramatic mountains, landscapes or natural formations River, lake, valley or coastline in the foreground Authentic local architecture and vegetation People in geographically and historically appropriate traditional clothing Appropriate native wildlife Traditional food, crafts and cultural objects A subtle national flag element Spectacular golden-hour sunset Frame the main landscape with a large ornate traditional arch or window, inspired specifically by the authentic architectural heritage of [COUNTRY]. Add tasteful foreground details such as carpets, crafts, instruments, food or architectural ornaments. Include one or two travelers/cultural figures, naturally posed in profile or from behind. LIGHTING & STYLE Golden-hour cinematic lighting, warm sunlight, volumetric rays, realistic shadows, atmospheric haze and strong depth. Combine ultra-realistic photography with premium cinematic concept art. Aim for a National Geographic-quality luxury travel campaign, high-end travel magazine aesthetic, epic scale, photorealistic textures, extremely detailed architecture and landscapes, natural colors and sophisticated warm cinematic grading. DESIGN Use a refined black, ivory, bronze and muted-gold palette. Maintain strong contrast between the dark information panel and luminous landscape. Keep the composition luxurious, balanced and uncluttered. Typography: classical serif for the destination name; clean modern sans-serif for information. Ensure all text is accurately spelled, legible and professionally arranged. AUTHENTICITY — CRITICAL Every cultural, architectural, environmental and historical element must be authentic to [COUNTRY / DESTINATION]. Do not mix cultures or landmarks from other countries. Do not invent recognizable landmarks. Maintain believable geography and natural relationships between all elements. Avoid distorted architecture, duplicated objects, malformed faces, extra limbs, unrealistic animals or artificial-looking environments. FINAL RESULT: A breathtaking, highly detailed 4:5 luxury tourism poster that seamlessly combines heritage, modernity, nature, architecture and national identity into one believable cinematic destination scene.
Details
Create a premium contemporary editorial art poster for [LOCATION] in a playful Japanese design-ZINE  — AI image prompt — GPT Image 2.5
OpenAIGPT Image 2.5
Create a premium contemporary editorial art poster for [LOCATION] in a playful Japanese design-ZINE style. FORMAT: Vertical 3:4 | High resolution | Modern editorial art Automatically choose the most iconic and visually interesting-elements of [LOCATION]-landmarks, architecture, streets, landscapes, food, nature, transportation, or cultural details—and build the artwork around the strongest subject. Use a bold full-frame collage composition, with the main subject occupying about 70–90% of the image. Combine dramatic crops, enlarged details, cutout elements, layered paper shapes, small image fragments, irregular edges, and overlapping graphics. Avoid large empty spaces, but keep everything clean and professionally art-directed. Automatically extract 2–4 signature colors from the character of [LOCATION] and use them for translucent shapes, circles, brush strokes, watercolor marks, lines, arrows, symbols, and small hand-drawn motifs. Add a strong combination of English + Japanese typography: A short, original English title inspired by the location A complementary Japanese title expressing its mood or story 2–4 small Japanese editorial captions Minimal English/Japanese details such as place, season, date, or atmosphere Use elegant serif or modern sans-serif English typography and refined Japanese Mincho or Gothic lettering. Allow some text to overlap the imagery or extend slightly beyond the frame for an editorial feel. Add one small handwritten Japanese message, naturally drawn with a thin black pen, inspired by the scene. Include 5–10 tiny black stick figures throughout the design. Give each a different playful action—climbing letters, pulling arrows, carrying shapes, observing the landmark, sitting on the image edge, holding a tiny flag, or interacting with the artwork. Keep them small and subtle, with only a few using accent-colored accessories. FINAL LOOK Make it feel like a lively little magazine created from [LOCATION]—a sophisticated combination of contemporary Japanese design, independent magazines, art books, fashion editorials, and gallery-shop ZINEs. Bright, fresh, artistic, playful, and highly polished. Not a traditional tourist poster, generic advertisement, vintage poster, or ordinary AI illustration. No reference image required. Generate the entire visual concept from [LOCATION] alone.
Details
Theme: Minimalist natural imagery × Split Fountain same-screen gradient screen printing

Each print  — AI image prompt — GPT Image 2.5
OpenAIGPT Image 2.5
Theme: Minimalist natural imagery × Split Fountain same-screen gradient screen printing Each print independently selects one from sunset, ocean waves, mountain peaks, sand dunes, and moon phases, expressed with a small number of concise large forms and color fields, retaining subject recognizability and generous negative space. Independently explore coordinated two-color or multi-color ink combinations, as well as gradient direction, color mixing range, and graphic layout. Colors enter the interior of the graphics through the same screen printing plate, naturally blending along a unified direction, with original colors retained at both ends and a continuous soft mixed-color transition formed in the middle. The matte ink layer is smooth and delicate, with slight ink color variation retained locally, clear contours with slight hand-printed irregularity. The texture of warm white paper is faintly visible, and the overall effect is concise, warm, and possesses the quality of vintage art prints. Each print is re-conceived, with different combinations of subject, color scheme, and composition. 9:16 vertical format, n=10, each a separate single image. Bottom-left signature: a solid dark blue dot first, followed by white natural handwritten "DeepBlue".
Details
Create a sophisticated 3:4 vertical illustrated travel poster featuring [COUNTRY / CITY / DESTINATIO — AI image prompt — GPT Image 2.5
OpenAIGPT Image 2.5
Create a sophisticated 3:4 vertical illustrated travel poster featuring [COUNTRY / CITY / DESTINATION], blending authentic architectural photography with whimsical storytelling, delicate botanical art, and elegant blue architectural sketches. MAIN SCENE: Feature the destination’s most recognizable landmark, preserving its authentic architecture, proportions, distinctive towers, and surrounding environment. Capture warm golden-hour sunlight, a luminous blue sky, and a natural photographic atmosphere. BOTANICAL FRAME: Surround the upper scene with graceful flowering branches and delicate petals, using a seasonal palette inspired by the destination. Let the flowers frame the landmark naturally without obscuring its defining features. ILLUSTRATED SECOND WORLD: In the lower half, transition into a warm ivory paper composition featuring a refined blue line-art illustration of the same landmark. Add floating petals, loose botanical sketches, subtle watercolor accents, and generous negative space. Include a tiny, adorable Pikmin-inspired blue flower creature carrying a miniature airplane, creating a whimsical story of courage, travel, and dreams taking flight. COLOR & STYLE: Sky blue, cobalt blue, soft ivory, warm gold, and delicate floral pink or blue. Combine realistic photography, fine architectural ink drawing, subtle watercolor textures, and premium editorial travel-poster design. STORYTELLING: Make the tiny character and its flower feel naturally connected to the destination. Convey wonder, optimism, and the poetic idea of flowers discovering their own way to fly. TYPOGRAPHY: Include a small, elegant destination name and restrained editorial details only where appropriate. Keep all lettering clean and correctly spelled. Avoid distorted architecture, clutter, oversized characters, excessive decoration, harsh colors, childish cartoon styling, watermarks, and logos. FORMAT: 3:4 vertical, high resolution, polished collectible travel-art poster.
Details
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