Limitations and Important Considerations

Modified on Wed, 8 Oct at 5:35 PM

The system performs best under certain conditions, and understanding these helps ensure the best results

Optimal Conditions

  • Standard document sizes (especially A4)
  • Clear, high-contrast backgrounds
  • Common file formats
  • Normal aspect ratios (under 2.5:1)
  • Uncompressed images

Challenging Scenarios

  • Very small logos (below minimum detection size)
  • Heavily textured backgrounds
  • Severe logo distortions
  • Non-standard aspect ratios
  • Heavily processed documents

Performance Factors

Several elements can impact detection accuracy:

  1. Image Quality
    • Higher resolution means better detection
    • Compression can affect color validation
    • Image noise might interfere with measurements
    • File format can impact results
  2.  Document Complexity
    • Dense layouts may affect clear space validation
    • Multiple overlapping elements can challenge detection
    • Complex backgrounds might impact color analysis
    • Large files may need more processing time
  3.  Processing Considerations
    • Large documents need more processing time
    • Multiple logos increase validation complexity

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