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This is a zoo which contain all kinds of video prediction model code(reimplementation or author provide)and the paper.I created this repository to make it easy for newbies in the video prediction field to get started.

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Video_Prediction_ZOO

This is a zoo which contains all kinds of video prediction model code(reimplementation or author provide)and the papers.The purpose of creating this repository is to make it easy for newbies in the video prediction field to get started.

Latest papers

code: https://github.com/vincent-leguen/PhyDNet (empty repository)

code: None

code: None

code: https://github.com/GilgameshYu/CrevNet-Traffic4cast

code:

code:

code: https://github.com/JudyYe/CVP (official implementation in Pytorch)

code: https://github.com/hectorho0409/SME_release

Notes:https://zhuanlan.zhihu.com/p/88720676
code: https://github.com/SaulZhang/Video_Prediction_ZOO/tree/master/RetrospectiveCycleGAN (Re-Implementation)

code:

code: https://github.com/NVIDIA/semantic-segmentation/tree/master/sdcnet

code: None

code: https://github.com/NVIDIA/vid2vid

Notes:https://zhuanlan.zhihu.com/p/100217899
code: None

Notes:https://zhuanlan.zhihu.com/p/99590222
code: https://github.com/coxlab/prednet (official implementation in TensorFlow)

code: https://github.com/rubenvillegas/iclr2017mcnet (official implementation in TensorFlow)

Notes:https://zhuanlan.zhihu.com/p/106690353
code:

Notes:https://zhuanlan.zhihu.com/p/99104462
code: https://github.com/dyelax/Adversarial_Video_Generation (official implementation in TensorFlow)

code:https://github.com/Xiaohui9607/physical_interaction_video_prediction_pytorch (unofficial implementation in TensorFlow)

Notes:https://zhuanlan.zhihu.com/p/99399503
code:

Evaluation Metric

LPIPS:The Unreasonable Effectiveness of Deep Features as a Perceptual Metric.

SSIM:Image quality assessment: from error visibility to structural similarity.

Attain the relvant Dataset can refer to below website:

Caltech Pedestrian dataset:https://zhuanlan.zhihu.com/p/67506829
Kitti: https://github.com/coxlab/prednet

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This is a zoo which contain all kinds of video prediction model code(reimplementation or author provide)and the paper.I created this repository to make it easy for newbies in the video prediction field to get started.

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