Few-shot-FER

TERM PROJECT for [Advanced probability theory-based information processing]

propose new module for Facial Expression Recognition with Few-shot

dataset

AFEW

Requirements

(Ex) a Python intallation version = 2.7 the SciPy and scikit-learn packages a PyTorch install (pytorch.org) a Faiss install (Faiss)

references

[1] Matching Networks for One Shot Learning

[2] When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework

[3] AFEW

참고하면 좋을 논문!

meta learning 기법을 변형하던지, 새로운 것을 추가하는 방향인 경우

[1] https://arxiv.org/pdf/2112.09791.pdf

[2] https://openaccess.thecvf.com/content/ICCV2021/papers/Ma_Partner-Assisted_Learning_for_Few-Shot_Image_Classification_ICCV_2021_paper.pdf