suhoy901 / ImageTranslation

pytorch, pix2pix, CycleGAN, DiscoGAN, BicycleGAN, UNIT, MUNIT, pix2pixHD, vid2vid

ImageTranslation

pytorch, pix2pix, CycleGAN, DiscoGAN, BicycleGAN, UNIT, MUNIT, pix2pixHD, vid2vid

• Pix2Pix
• CycleGAN
• DiscoGAN
• BicycleGAN_edges2shoes
• BicycleGAN_edges2handbags

1. Pix2Pix

• facades

Input	Generated	Target

2. CycleGAN

• horse2zebra

Loss Function	Generated (Input, Generated, Reconstructed)

AtoB (Input, Generated, Reconstructed)	BtoA (Input, Generated, Reconstructed)

3. DiscoGAN

• edges2shoes

real_A, fake_B real_B, fake_A

AtoB (Input, Generated, Reconstructed)	BtoA (Input, Generated, Reconstructed)

4. BicycleGAN

• edges2shoes
• edges2handbags

epoch	edges2handbags
epoch 10
epoch 30
epoch 45

5. UNIT

6. MUNIT

7. Pix2PixHD

8. vid2vid