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Common AI Drawing Error Scenarios

  1. Multiple or Distorted Objects :
    • Error Scenario: AI might generate images with multiple arms or legs, or objects with distorted shapes. Example 1Example 2
    • Cause: AI occasionally struggles with details, leading to confusion in understanding human anatomy or object proportions.
  2. Difficulty Representing Abstract Concepts :
    • Error Scenario: When prompts include overly abstract concepts, AI may produce images that are hard to interpret or misaligned with the intended idea. E.g. Freedom of the Wind
    • Cause: AI performs better with concrete objects and scenes, while abstract concepts often result in misinterpretations or unexpected elements.
  3. Misinterpretation of Cultural or Contextual Nuances:
  4. Challenges in Handling Multi-Layered Scene Details:
    • Error Scenario: When a scene contains multiple layers, AI sometimes fails to correctly distinguish the foreground, background, and depth.
    • Cause: AI has limitations in managing spatial and depth relationships, especially regarding perspective and composition.
  5. Misunderstanding or Incorrect Rendering of Text:
    • Error Scenario: When generating images with text, AI often produces misspelled words, reversed text, or meaningless symbols. E.g. Water Cycle DiagramJapanese restaurant signage
    • Cause: AI remains unstable in rendering image text, particularly for less common languages, where errors are more frequent.
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