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: