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It is an implementation of Fully Convolutional Networks (FCN) reaching 68

Posted by RajeevKumar

It is an implementation of Fully Convolutional Networks (FCN) reaching 68

5 mIoU with the PASCAL VOC2012 validation put. The new design yields semantic goggles for each and every target category regarding picture having fun with a great VGG16 spine. It’s according to the works by the E. Shelhamer, J. Much time and T. Darrell explained regarding PAMI FCN and you can CVPR FCN documentation (finding 67.2 mIoU).

trial.ipynb: It notebook ‘s the recommended method of getting come. It includes types of having fun with a good FCN model pre-trained into the PASCAL VOC so you’re able to phase object groups in your own photos. It offers password to operate object group segmentation to the random images.

New habits try analyzed against fundamental metrics, plus pixel accuracy (PixAcc), mean group reliability (MeanAcc), and suggest intersection more than commitment (MeanIoU). (more…)