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Panoptic Feature Pyramid Networks
Panoptic Feature Pyramid NetworksJan 2019tl;dr: Add a semantic segmentation branch to Mask RCNN with FPN yields SOTA results in panoptic segmentation.Overall impressionThe idea is related to Retin...原创 2019-01-15 12:24:53 · 429 阅读 · 0 评论 -
A Survey of the Recent Architectures of Deep Convolutional Neural Networks
paperThere are some challenges faced during the training of deep CNN model; some of which are given below:Deep NN are generally like a black box and thus lack interpretability and explainability....原创 2019-01-21 17:35:07 · 1105 阅读 · 0 评论 -
Panoptic Segmentation全景分割
paperkeyPoint概念:things - 可数的 objects (countable obects),如 people, animals, tools 等。stuff - 相同或相似纹理或材料的不规则区域,如 grass,sky,road 等的关注较少。新的任务场景 - 全景分割 Panoptic Segmentation(PS)全景(panoptic) - 对视...原创 2019-01-22 16:04:33 · 1191 阅读 · 0 评论