Login
Back to Blog
EnglishTutorial

Ghibli Style Photo Transformation with GPT-image-2 — Turn Any Photo Into Anime Art

Transform photos into Studio Ghibli anime style using GPT-image-2 via Crazyrouter API. Multiple anime styles covered with full code examples.

C
Crazyrouter Team
May 1, 2026 / 176 views
Share:
Ghibli Style Photo Transformation with GPT-image-2 — Turn Any Photo Into Anime Art

Ghibli Style Photo Transformation with GPT-image-2 — Turn Any Photo Into Anime Art#

The "Ghibli filter" went mega-viral in early 2025 — people turning their photos into Studio Ghibli-style anime illustrations. GPT-image-2 takes this further with its ability to generate rich, detailed anime scenes from text descriptions alone.

This is Part 4 of our GPT-image-2 series. We'll cover multiple anime styles beyond just Ghibli.

Result Preview#

Ghibli Style Illustration

A cozy café on a rainy afternoon — warm interior light, rain on the window, an orange cat sleeping nearby. The watercolor textures and warm color palette nail that classic Ghibli feel.

Full Code#

Python — Ghibli Style#

python
from openai import OpenAI

client = OpenAI(
    api_key="your-crazyrouter-api-key",
    base_url="https://crazyrouter.com/v1"
)

ghibli_prompt = """
A warm anime illustration of a girl reading a book in a cozy cafe 
on a rainy afternoon. Golden interior light, rain on the window, 
an orange cat sleeping nearby. Soft watercolor textures, hand-painted 
feel, warm color palette, detailed background. Japanese animation 
style reminiscent of classic Ghibli films. No text in the image.
"""

response = client.images.generate(
    model="gpt-image-2",
    prompt=ghibli_prompt,
    size="1024x1024",
    n=1
)

print(f"Ghibli style: {response.data[0].url}")

curl#

bash
curl -X POST https://crazyrouter.com/v1/images/generations \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer your-crazyrouter-api-key" \
  -d '{
    "model": "gpt-image-2",
    "prompt": "Warm anime illustration of a girl reading in a cozy cafe on a rainy afternoon. Golden light, rain on window, orange cat sleeping nearby. Soft watercolor textures, hand-painted feel, warm colors, detailed background. Classic Ghibli animation style. No text.",
    "size": "1024x1024",
    "n": 1
  }'

Node.js#

javascript
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: "your-crazyrouter-api-key",
  baseURL: "https://crazyrouter.com/v1",
});

const response = await client.images.generate({
  model: "gpt-image-2",
  prompt: `Warm anime illustration of a girl reading in a cozy cafe 
on a rainy afternoon. Golden light, rain on window, orange cat nearby. 
Watercolor textures, hand-painted feel, warm palette. 
Classic Ghibli animation style. No text.`,
  size: "1024x1024",
  n: 1,
});

console.log(response.data[0].url);

Style Variations#

GPT-image-2 can generate multiple anime styles. Here are prompt templates for each:

Makoto Shinkai Style (Your Name, Weathering with You)#

python
shinkai_prompt = """
A breathtaking anime scene in Makoto Shinkai style. 
A girl standing on a rooftop at sunset, looking at a sky filled 
with dramatic cumulus clouds painted in orange, pink, and purple. 
City skyline below with detailed buildings catching golden light. 
Hyper-detailed sky, lens flare, photorealistic lighting with 
anime character style. Vibrant saturated colors.
"""

Spy×Family Style#

python
spy_prompt = """
A family portrait in the style of Spy×Family anime. 
A father in a sharp suit, a mother in an elegant dress, 
and a cute little girl with a big smile between them. 
Clean line art, pastel color palette, soft shading. 
Cheerful and warm atmosphere. Manga illustration quality.
"""

Cyberpunk Anime Style#

python
cyber_prompt = """
A cyberpunk anime scene. A girl with neon-highlighted hair 
standing in a rain-soaked Tokyo alley at night. Holographic 
advertisements and neon signs reflecting in puddles. 
Dark atmosphere with vibrant neon accents (pink, cyan, purple). 
Detailed mechanical elements. Ghost in the Shell meets Akira aesthetic.
"""

Watercolor Manga Style#

python
watercolor_prompt = """
A serene watercolor manga illustration. A boy sitting under 
a cherry blossom tree by a river, petals floating in the breeze. 
Soft, translucent watercolor washes. Minimal line art. 
Peaceful, contemplative mood. Traditional Japanese watercolor 
painting meets manga illustration.
"""

Prompt Tips for Anime Styles#

TipExample Keywords
Specify the sub-style"Ghibli", "Shinkai", "90s anime", "shonen manga"
Describe lighting"golden hour", "neon glow", "soft diffused light"
Mention texture"watercolor", "cel-shaded", "hand-painted", "ink wash"
Set the mood"nostalgic", "melancholic", "cheerful", "dramatic"
Add "No text"Prevents unwanted text artifacts in the image

Batch Style Transfer#

Generate the same scene in multiple styles:

python
scene = "A girl walking through a sunflower field at golden hour"

styles = {
    "ghibli": "soft watercolor, warm palette, Ghibli animation style",
    "shinkai": "hyper-detailed sky, lens flare, Makoto Shinkai style",
    "cyberpunk": "neon accents, rain, holographic elements, cyberpunk anime",
    "vintage": "90s anime aesthetic, cel-shaded, VHS grain texture",
}

for style_name, style_desc in styles.items():
    response = client.images.generate(
        model="gpt-image-2",
        prompt=f"{scene}. {style_desc}. No text in image.",
        size="1024x1024",
        n=1
    )
    print(f"{style_name}: {response.data[0].url}")

Cost#

ItemPrice (via Crazyrouter)
1 image (1024×1024)~$0.04–0.08
4-style batch~$0.20–0.32

🚀 Crazyrouter — One API key, 600+ models. GPT-image-2, GPT-5.5, Claude Opus 4.7, DeepSeek V4, and more.

👉 crazyrouter.com

Implementation Guides

Related Posts

AI Future Baby Prediction with GPT-image-2 — See What Your Child Might Look LikeTutorial

AI Future Baby Prediction with GPT-image-2 — See What Your Child Might Look Like

Use GPT-image-2 via Crazyrouter API to generate realistic predictions of what your future baby might look like. Full code in Python, curl, and Node.js.

May 1
Seedream 4.0 API Tutorial: ByteDance's Image Generation Model for DevelopersTutorial

Seedream 4.0 API Tutorial: ByteDance's Image Generation Model for Developers

"Step-by-step tutorial for using Seedream 4.0 API — ByteDance's advanced image generation model. Includes setup, code examples, pricing, and comparison with DALL-E 3 and Midjourney."

Feb 19
Can Claude Code Build a World Cup 2026 Match Predictor? A Real Crazyrouter API TestTutorial

Can Claude Code Build a World Cup 2026 Match Predictor? A Real Crazyrouter API Test

We built a reproducible World Cup 2026 match predictor demo with Claude Code-style workflow, Elo/Poisson probabilities, charts, and real Crazyrouter API calls through https://cn.crazyrouter.com/v1.

Jun 12
Claude Sonnet 4 API Complete Guide: Features, Pricing & Code Examples (2026)Tutorial

Claude Sonnet 4 API Complete Guide: Features, Pricing & Code Examples (2026)

"Complete developer guide to Claude Sonnet 4 API — setup, pricing, code examples, and how to access it at up to 50% lower cost through Crazyrouter."

Mar 15
Suno Music API Tutorial: Generate AI Music Programmatically in 2026Tutorial

Suno Music API Tutorial: Generate AI Music Programmatically in 2026

"Learn how to use the Suno Music API to generate songs, lyrics, and instrumentals with code. Includes Python examples, pricing, and integration tips."

Feb 21
Qwen2.5-Omni Complete Guide: Alibaba's Multimodal AI Model for DevelopersTutorial

Qwen2.5-Omni Complete Guide: Alibaba's Multimodal AI Model for Developers

"Complete developer guide to Qwen2.5-Omni — Alibaba's multimodal AI model that processes text, images, audio, and video. Includes API setup, code examples, and pricing."

Feb 19