O slideshow foi denunciado.
Utilizamos seu perfil e dados de atividades no LinkedIn para personalizar e exibir anúncios mais relevantes. Altere suas preferências de anúncios quando desejar.

Instance level facial attributes transfer with geometry-aware flow

130 visualizações

Publicada em

yuhang ding

Publicada em: Tecnologia
  • Seja o primeiro a comentar

Instance level facial attributes transfer with geometry-aware flow

  1. 1. Instance-level Facial Attributes Transfer with Geometry-Aware Flow
  2. 2. What:
  3. 3. How: Pipline: G: F:
  4. 4. How: G: Flow Sub-Network : Bilinear sampler Blead Refinement Sub-Network : F:
  5. 5. How: Loss: Adversarial Loss: Domain Classification Loss: Reconstruction Loss: Geometry-Aware Flow Loss:
  6. 6. Results: 1. FID Score(measure the quality of generated images) 2. Faithfulness Score(To evaluate the faithfulness) 3. Attribute Class Accuracy(To evaluate the ability of a method in manipulating a desired attribute) Comparisons to Prior Works
  7. 7. Results: Comparisons to Prior Works
  8. 8. Results: Ablation Study Effectiveness of Geometry-aware Flow Effectiveness of Appearance Residual
  9. 9. Results: Results on High-Resolution Images Results on More Attributes

×