Deep leraning implementation study (2020/07/12~)
Project List
Weak 1. (VAE)
- TODO : Training VAE by my face dataset to see distribution of face dataset.
- Implementation Complemented! [Face_VAE_Code]
- VAE_Paper : [VAE_Paper link]
- VAE_Review : [VAE_Review link]
- Face_VAE_Repository : [Repository_link]
Model Architecture
Training VAE gif
Training VAE result (Sampled at z_mean -3~3)
[VAE_발표용.pptx 다운로드]
Plan (Weak 2~)
- Plan for Face Recognition [Plan.pdf]
Weak 2.
- TODO : GAN Tutorial
- Tutorial Link: [GAN_Tutorial]
- GAN_Paper : [GAN_Paper link]
- Implementation Complemented! [GAN Tutorial_Code]
- Code Review : [GAN - Jupyter Notebook.pdf]
- Result: lfw crop images #13000
Weak 3
-
TODO : Face Alignment
-
What are Used : dlib,opencv
-
Impelementation Code : [Dlib Code]
-
Face Detection Video (click photo to enter youtube link)
- Three People:
