Doraemon’s AI Gadget: Create & Transform Images with Magic!

Nobitaaaa! 😃 Have you ever wanted to create amazing images just by saying some magic words? Well, guess what? With Stable Diffusion, you can! ✨ Whether you want to create an image from scratch or modify an existing one, this AI tool is like one of my secret gadgets from the future!

Today, I’ll show you how to do two amazing things with it:

1. Text-to-Image Generation — Just describe what you want, and voila! An image appears! 🎭
2. Image-to-Image Transformation — Take an existing image and tweak it into something even cooler! 💡

And the best part? You can do it all on your own computer with just 6GB of GPU power! Ready? Let’s dive into my futuristic AI toolkit! 🛠️

1️⃣ Poof! Creating Images from Text (Text-to-Image)

Gian once asked me, “Doraemon, can you create a cool image without using a camera?” And I said, “Of course!” With Stable Diffusion, all you need is a text description, and it will generate a masterpiece! 🖌️

First, Install the Magic (Dependencies!)

Before we can use this futuristic tool, let’s install some necessary packages. Run this command in your terminal:

pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
pip install diffusers transformers accelerate safetensors

💻 Now, Let’s Create Some AI Magic!

import torch
from diffusers import StableDiffusionPipeline
# Load my secret AI gadget! 🤖

model_id = "stabilityai/stable-diffusion-2-1-base"
pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipe.to("cuda")  # Zoom! Moves to GPU! 🚀
# Say the magic words! ✨
prompt = "a painting of a cat"
image = pipe(prompt).images[0]
# Save the creation for Nobita to see! 🎨
image.save("generated_image.png")
print("Image saved successfully! Yatta! 🎉")

Output