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RAFT: Optical Flow estimation using Deep Learning

Avatar Maxim Kuklin (Xperience.AI)
January 21, 2021 Leave a Comment
Deep Learning Paper Overview PyTorch Video Analysis

January 21, 2021 By Leave a Comment

raft optical flow feature image

In this post, we will discuss about two Deep Learning based approaches for motion estimation using Optical Flow. FlowNet is the first CNN approach for calculating Optical Flow and RAFT which is the ...

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Tags: Dense Optical Flow FlowNet KITTI Optical Flow Python PyTorch RAFT SINTEL
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Filed Under: Deep Learning, Paper Overview, PyTorch, Video Analysis

About

AvatarI am an entrepreneur with a love for Computer Vision and Machine Learning with a dozen years of experience (and a Ph.D.) in the field.

In 2007, right after finishing my Ph.D., I co-founded TAAZ Inc. with my advisor Dr. David Kriegman and Kevin Barnes. The scalability, and robustness of our computer vision and machine learning algorithms have been put to rigorous test by more than 100M users who have tried our products. Read More…

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