Framer: Interactive Frame Interpolation

Wen Wang^1,2, Qiuyu Wang², Kecheng Zheng², Hao Ouyang², Zhekai Chen¹, Biao Gong², Hao Chen¹, Yujun Shen², Chunhua Shen¹

¹Zhejiang University,  ²Ant Group

arXiv Code Video Hugging Face Demo

Showcases Applications Comparisons

 

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Showcases

Video Interpolation with User-Interative Point Trajectory Control.

Start Image	Input Trajectory & Interpolation Results	End Image

Start Image	Input Trajectory & Interpolation Results	End Image

Start Image	Input Trajectory & Interpolation Results	End Image

Image Morphing with User-Interative Point Trajectory Control.

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Start Image	Input Trajectory & Interpolation Results	End Image

 

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Applications

Video Interpolation without User-Input Control.

Start Image	Interpolation results	End Image

 

Novel View Synthesis.

Input frames	Interpolation results	Input frames	Interpolation results

 

Cartoon and Sketch Interpolation.

Input frames	Interpolation results	Input frames	Interpolation results

 

Time-lapsing Video Generation.

Input frames	Interpolation results	Input frames	Interpolation results

 

Slow-motion Video Generation.

Input frames	Interpolation results	Input frames	Interpolation results

 

Image Morphing (the input point trajectory is omitted).

Input Image1	Interpolation results	Input Image2

 

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Comparisons with previous methods

Input	AMT	RIFE	FLAVR	FILM
	LDMVFI	DynamiCrafter	SVDKFI	Framer (Ours)

Input	AMT	RIFE	FLAVR	FILM
	LDMVFI	DynamiCrafter	SVDKFI	Framer (Ours)

Input	AMT	RIFE	FLAVR	FILM
	LDMVFI	DynamiCrafter	SVDKFI	Framer (Ours)

Input	AMT	RIFE	FLAVR	FILM
	LDMVFI	DynamiCrafter	SVDKFI	Framer (Ours)