Saliency Maps and ARL blocks For Low Quality Face Recognition using the MS1MV2-R100-Arcface (a.k.a. Arcface) net.
This repository contains the fine-tuned models, codes and LQ-Faces Dataset of my thesis: https://repositorio.uc.cl/dspace/items/f26c0919-39f0-4587-afaf-5aeebcb70271
Some useful Issues:
Insightface (Arcface) Fine-tune/train with four channel images: deepinsight/insightface#1848
Generate pairs for validation/testing: https://github.com/armanrahman22/Facial-Recognition-and-Alignment/blob/master/facenet_sandberg/generate_pairs.py https://github.com/VictorZhang2014/facenet/blob/master/mydata/generate_pairs.py
About CAMs in Keras: https://jacobgil.github.io/deeplearning/class-activation-maps