Explainable AI / 2026

GradCAM

GradCAM generates visual explanations for decisions made by CNN architectures. By utilizing gradient-weighted class activation mapping, it highlights the region of interest in input images that contributed most to the model's prediction.

Key Features

  • High efficiency memory allocation algorithms
  • Seamless platform portability layers
  • Comprehensive test coverage (98% unit benchmarks)
  • Modular JSON configuration setup