Ai Generated Image Detection With Visual Artifact Analysis

via “visualization and analysis tools for detection results and model behavior”

OpenMMLab detection toolbox with 300+ models.

Unique: Provides integrated visualization and analysis tools that work directly with MMDetection models and predictions, enabling easy inspection of detection results, attention patterns, and per-class performance without writing custom visualization code

vs others: More convenient than matplotlib-based visualization because it handles coordinate transformation and overlay automatically; better integrated than external visualization tools because it understands MMDetection's prediction format; supports both CNN and transformer detectors with architecture-specific visualizations