Lilian Weng 12/31/2017

Object Detection for Dummies Part 3: R-CNN Family

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This technical article is part three of a series on object detection. It provides a detailed review of the R-CNN (Region-based Convolutional Neural Networks) family, including R-CNN, Fast R-CNN, Faster R-CNN, and Mask R-CNN. It explains their workflows, concepts like bounding box regression, and links to original research papers and code. The content is deeply technical, focusing on computer vision and machine learning algorithms.

Object Detection for Dummies Part 3: R-CNN Family

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