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FlowNet

Introduction

@inproceedings{dosovitskiy2015flownet,
  title={Flownet: Learning optical flow with convolutional networks},
  author={Dosovitskiy, Alexey and Fischer, Philipp and Ilg, Eddy and Hausser, Philip and Hazirbas, Caner and Golkov, Vladimir and Van Der Smagt, Patrick and Cremers, Daniel and Brox, Thomas},
  booktitle={Proceedings of the IEEE international conference on computer vision},
  pages={2758--2766},
  year={2015}
}

Results and Models

Models Training datasets FlyingChairs Sintel (training) KITTI2012 (training) Log Config Download
clean final EPE
FlowNetC FlyingChairs 1.78 3.60 4.93 7.55 log Config Model
FlowNetC Flying Chairs + FlyingThing3d subset 2.57 2.74 4.52 5.42 log Config Model
FlowNetC+ft Flying Chairs + Sintel 2.80 1.73 2.09 4.78 log Config Model
FlowNetS FlyingChairs 2.03 4.25 5.64 8.81 log Config Model
FlowNetS+ft FlyingChairs + Sintel 3.06 1.93 2.12 6.83 log Config Model