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R-CNN vs Fast R-CNN vs Faster R-CNN: A Detailed Comparative Analysis

  • The R-CNN, Fast R-CNN, and Faster R-CNN architectures have contributed to the evolution of object detection.
  • These models represent distinct phases of progress in the quest for efficient and accurate object detection systems.
  • The R-CNN was an early breakthrough, followed by the Fast R-CNN and then the Faster R-CNN architecture.
  • Each architecture addresses key challenges in object detection and has contributed to the broader landscape of machine learning.

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