A brief review on frames

Image from Lecture slides

Generate in-between frames

We have this claw and ball...

Sample Frames

WGAN-GP with U-Net

WGAN-GP with U-Net

Results

Start_Frame            GT           Predicted      End_Frame

Forced learning?

Generator Pyramid Loss

...

s

real

...

s

fake

Discriminator

py_gen

Results

Start_Frame            GT           Predicted      End_Frame

Discriminator Pyramid Loss

...

s

B-frame

...

s

Discriminator

α

1-α

...

s

M-frame

py_dis

Results

Start_Frame            GT           Predicted      End_Frame

Sample Frames

WGAN-GP with U-Net

WGAN-GP with U-Net

Results

Start_Frame            GT              Predicted      End_Frame