Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation

26 Jul 2017Sharif Amit KamranAli Shihab Sabbir

Semantic Segmentation using deep convolutional neural network pose more complex challenge for any GPU intensive task. As it has to compute million of parameters, it results to huge memory consumption... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Semantic Segmentation NYU Depth v2 Dilated FCN-2s RGB Mean IoU 32.3% # 1
Semantic Segmentation PASCAL VOC 2012 Dilated FCN-2s VGG19 Mean IoU 69% # 17