Lilian Weng • 12/31/2017

Object Detection for Dummies Part 3: R-CNN Family

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.

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#computer vision #Deep Learning #Cnn