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FlowNet

This is an implementation of the contents of the paper 2015_FlowNet: Learning Optical Flow with Convolutional Networks with tensorflow. The version is adapted to tensorflow release 1.14.

Dataset

FlyingChairs Download and extract to media/csc105/Data/dataset

Program list

train_flownet_simple.py - Train the network using this script and the dataset provied above. test_flownet_simple.py - Test the network using this script test_visual.m - visualize the predicted flow on the basis of a default images

Tools for flow visualization

flow-code-cpp
flow-code-matlab

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This is an implementation of FlowNet with tensorflow

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  • C++ 66.9%
  • Python 18.0%
  • MATLAB 11.2%
  • C 2.9%
  • Makefile 1.0%