AI 용어집
인공지능 완전 사전
162
카테고리
2,032
하위 카테고리
23,060
용어
용어
R-CNN
Two-stage object detection architecture using candidate regions and convolutional neural networks to classify each region. This is a revolutionary approach that significantly improved object detection accuracy in images.
용어
Region of Interest
Rectangular area of the image likely to contain an object, identified during the region proposal phase. These RoIs are then processed individually for classification and localization refinement.
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Hard Example Mining
Training strategy preferentially selecting difficult examples with high losses to improve detector performance. Particularly effective in R-CNN for managing the imbalance between positive and negative examples.
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