Attention Visualizer

Explore how attention mechanisms focus on critical image regions

Input Selection

Low 30% High
70%

Attention Visualization

CBAM
SE Block
Spatial
Channel
Low Attention
High Attention

Attention Analysis

0.95
Max Attention
0.42
Avg Attention
3
Focus Regions
68%
Sparsity

Attention Insights

  • CBAM combines channel and spatial attention
  • SE blocks focus on channel relationships
  • Spatial attention highlights important regions
  • Higher layers capture semantic features

Attention Weight Matrix