Visual Image and google colab code

Bore well image generated by Google colab without dampers and image generated by ChatGPT showcasing the dampers used. 

Google Colab Code:

from diffusers import StableDiffusionPipeline

import torch

# Load the Stable Diffusion model

model_id = "stabilityai/stable-diffusion-2"

pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)

pipe = pipe.to("cuda") # Move the model to GPU for faster inference

# Define the prompt for reducing vibrations in bore well machine

prompt = (

"Design a solution to reduce operational vibrations in a borewell drilling machine"

)

# Generate the image

image = pipe(prompt).images[0]

# Save the image

image.save("Bore_well.png")

print("Image saved as Bore_well.png")