Text to Image Generation

Description

The Text to Image Generation app allows users to create images based on textual descriptions. Utilizing the AI model, it converts user-provided text prompts into visually engaging images. This app is ideal for artists, designers, and creative individuals who want to quickly visualize concepts or generate unique artwork from descriptive text.

Model Inference

• Model Used: Stable Diffusion v1.5
  • Repo ID: runwayml/stable-diffusion-v1-5
  • Library: diffusers
  • Device: The model runs on CPU or GPU, utilizing torch for computation. For efficient performance, ensure that your system has the appropriate hardware and software configuration.
  • Pipeline: StableDiffusionPipeline from the diffusers library handles the generation of images from text prompts.
  • Data Type: The model uses torch.float32 for computations to ensure precision and stability.

Tools used

• Gradio: For an interactive and user-friendly web interface.

Try It Out!

Due to the app is running on a CPU, please be patient while the image is being generated. Enjoy your tea while you wait! ☕

Preview: