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Frame Interpolation

Frame interpolation is used to increase the frame rate of a video, or to create a slow-motion video without lowering the frame rate.

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In this repository, we deal with the task of video frame interpolation with estimated optical flow. To estimate the optical flow we use Lucas-Kanade algorithm, Multiscale Lucas-Kanade algorithm (with iterative tuning), and Discrete Horn-Schunk algorithm. We explore the interpolation performance on Spheres dataset and Corridor dataset.

  • Updated Mar 6, 2021
  • Python
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