Turn Any Photo into Ghibli Art for Free with Python (3 Lines)

Studio Ghibli's art style has taken over social media. The hand-drawn look, the soft colors, the dreamy landscapes. Everyone wants their photos to look like a frame from Spirited Away or My Neighbor Totoro.

Most tutorials tell you to install PyTorch, download a 2GB model, and fight with CUDA drivers. That's not necessary. With a Ghibli style API, you can do it in 3 lines of Python, for free, with no GPU.

The Result

Here is what the API produces from a regular portrait photo:

The face, hair, and background are all transformed into the Ghibli aesthetic. The API handles face detection and style blending automatically.

The Code (3 Lines)

import requests

response = requests.post(
    "https://phototoanime1.p.rapidapi.com/ghibli",
    headers={"x-rapidapi-key": "YOUR_API_KEY", "x-rapidapi-host": "phototoanime1.p.rapidapi.com"},
    files={"image": open("my_photo.jpg", "rb")},
)
print(response.json()["image_url"])

That's it. The response:

{
  "image_url": "https://images.ai-engine.net/photo-to-anime-ai/abc123.jpg",
  "width": 640,
  "height": 960,
  "size_bytes": 126722
}

Open the image_url and you have your Ghibli art. No PyTorch, no CUDA, no model file.

What You Need

• Python with the requests library (pip install requests)
• A free API key from RapidAPI
• A photo (JPEG, PNG, or WebP, up to 10MB)

The free tier gives you 50 transformations per month. No credit card required.

Step by Step

Step 1: Get Your API Key

Go to the Photo to Anime API on RapidAPI and subscribe to the free Basic plan. Copy your API key from the dashboard.

Step 2: Send Your Photo

import requests

API_URL = "https://phototoanime1.p.rapidapi.com/ghibli"
HEADERS = {
    "x-rapidapi-key": "YOUR_API_KEY",
    "x-rapidapi-host": "phototoanime1.p.rapidapi.com",
}

with open("my_photo.jpg", "rb") as f:
    response = requests.post(API_URL, headers=HEADERS, files={"image": f})

result = response.json()
print(f"Ghibli art: {result['image_url']}")
print(f"Size: {result['width']}x{result['height']}")

Step 3: Download the Result

# Download the Ghibli version
image_data = requests.get(result["image_url"]).content
with open("ghibli_output.jpg", "wb") as f:
    f.write(image_data)
print("Saved ghibli_output.jpg")

You Can Also Use a URL

If your photo is already online, you don't need to upload a file. Pass the URL directly:

response = requests.post(
    API_URL,
    headers={**HEADERS, "Content-Type": "application/x-www-form-urlencoded"},
    data={"url": "https://example.com/my_photo.jpg"},
)
print(response.json()["image_url"])

cURL Version

If you prefer the command line:

curl -X POST "https://phototoanime1.p.rapidapi.com/ghibli" \
  -H "x-rapidapi-key: YOUR_API_KEY" \
  -H "x-rapidapi-host: phototoanime1.p.rapidapi.com" \
  -F "image=@my_photo.jpg"

API vs Local Model: Why This Is Better

The viral approach to Ghibli art involves installing PyTorch, downloading a pre-trained model, and running inference locally. Here is why the API approach wins for most people:

7 Other Styles

The same API also offers 7 cartoon styles via the /cartoonize endpoint: anime, 3d, handdrawn, sketch, artstyle, design, and illustration. Just change the endpoint and add a style parameter:

# Anime style (or 3d, handdrawn, sketch, artstyle, design, illustration)
response = requests.post(
    "https://phototoanime1.p.rapidapi.com/cartoonize",
    headers=HEADERS,
    files={"image": open("photo.jpg", "rb")},
    data={"style": "anime"},
)
print(response.json()["image_url"])

Tips for Best Results

• Use clear, well-lit portraits. The face detection works best when the face is visible and not too small in the frame.
• Front-facing photos work best. Side profiles and extreme angles may produce less consistent results.
• High resolution helps. The API handles up to 10MB images. Larger inputs generally produce better detail in the output.
• Try different photos. Portraits, landscapes, and group photos all produce different Ghibli effects. Experiment.

Build Something With It

Some ideas:

• Social media filter app: users upload a selfie, get a Ghibli avatar, share it
• Couple portraits: wedding photos, anniversary gifts in Ghibli style
• Pet portraits: turn pet photos into Ghibli characters
• Profile picture generator: integrate into a web app for one-click Ghibli avatars

The API is a REST endpoint, so it works with any language or framework. Python, JavaScript, Go, Ruby, or just cURL from the terminal.