LinkNet (Dataset: Cityscapes)

Here the network is being run on Titan X GPU. Cityscapes dataset has images of resolution 2048x1024, but for this experiment they were downsampled by a factor of 2. fps displayed in the bottom corner involves three timing values:

  • Loading and downsampling of input image
  • Feed forward time of network
  • Overlaying the output on input image and displaying them