---
# System prepended metadata

title: AI final Term
tags: [AI course]

---

# AI final Term

###### tags: `AI course`

### Here are some notes on AI's final term project.

1. Choose **ARCFace** is a baseline (SOTA) for Face Regconition

2. **The approaching**: 
- **Use the loss function of ARCFace** -> to realtime model (MobilefaceNet, SeesawFaceNet)
- **Data Augmentation** for dataset
- Add several models support for Face Detection (*attention model, mobileNet V3*,...)

3. Double check the survey for FaceRegconition.

4. Write down the report of this proposal.

5. Remind the TA releases the video of the past 2 years.

### Materials:
- Paper of ARCFace: https://arxiv.org/pdf/1801.07698.pdf
- Github source code with pytorch: https://github.com/ronghuaiyang/arcface-pytorch
