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· 2014

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell, Jitendra Malik

Short summary

A new algorithm, R-CNN, significantly boosts object detection accuracy by over 30% on the PASCAL VOC 2012 dataset, achieving a 53.3% mAP.

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Field: Computer Vision and Pattern Recognition

Computer Vision and Pattern RecognitionComputer Science