ParseNet: Looking Wider to See Better

15 Jun 2015Wei LiuAndrew RabinovichAlexander C. Berg

We present a technique for adding global context to deep convolutional networks for semantic segmentation. The approach is simple, using the average feature for a layer to augment the features at each location... (read more)

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Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Semantic Segmentation PASCAL Context ParseNet mIoU 40.4 # 13
Semantic Segmentation PASCAL VOC 2012 ParseNet Mean IoU 69.8% # 16