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Text-to-image basics with Amazon Nova Canvas

  • Amazon Nova Canvas is a generative model within Amazon Nova creative models for text-to-image generation.
  • To begin using Amazon Nova Canvas, set up your Amazon Bedrock account in the desired region (e.g., US East).
  • Amazon Nova Canvas uses diffusion to generate images, starting from noise and guided by text prompts.
  • Text prompts play a crucial role in guiding image generation, detailing subject, style, and composition.
  • Balancing positive and negative prompts helps create a defined creative space for the model.
  • Amazon Nova Canvas supports various image dimensions and aspect ratios for optimal results.
  • The Classifier-Free Guidance (CFG) scale influences prompt adherence and creative freedom in image generation.
  • Seed values ensure reproducibility in image generations for refining prompts and parameters.
  • Amazon Bedrock provides an API structure for text-to-image generation with Amazon Nova Canvas.
  • Cleanup steps include backing up Jupyter notebooks and shutting down SageMaker instances to avoid charges.

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