LS_FaceParsing.md

Face Parsing

	SLNo	Architecture_Block_Diagram	Model	PaperLink	GitHub	Dataset	Framework	Year	Training Pipeline	Testing Pipeline	Loss	License	Keywords
	1		FaRL-B	General Facial Representation Learning in a Visual-Linguistic Manner	https://github.com/FacePerceiver/FaRL	LaPa CelebAMask-HQ	Pytorch	2021	Yes	NA	Contrastive, Binary cross entropy	MIT
	2		DML-CSR	Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing	https://github.com/deepinsight/insightface	Helen LaPa CelebAMask-HQ	Pytorch	2022	Yes	Yes	Consistency, Lovasz Softmax, KL Divergence	MIT
	3		EAGRNet	Edge-aware Graph Representation Learning and Reasoning for Face Parsing	https://github.com/tegusi/EAGRNet	Helen LaPa CelebAMask-HQ	Pytorch	2021	Yes	Yes(eval)	BA(boundary attention) loss, Cross entropy loss	NA
	4		RT-Net	RoI Tanh-polar Transformer Network for Face Parsing in the Wild	https://github.com/hhj1897/face_parsing	LaPa iBugMask	Pytorch	2021	NA	Yes	Cross entropy loss, Dice loss	MIT
	5		AGRNet	AGRNet: Adaptive Graph Representation Learning and Reasoning for Face Parsing	NA	LaPa Helen(merged cls) CelebAMask-HQ	NA	2021	NA	NA	Cross Entropy loss, BA Loss, Discriminative loss	NA
	6		UNet(real)	Fake It Till You Make It: Face analysis in the wild using synthetic data alone	NA	Helen LaPa	NA	2021	NA	NA	BCE Loss	Custom
	7		UNet(synthetic)	Fake It Till You Make It: Face analysis in the wild using synthetic data alone	NA	LaPa Helen	NA	2021	NA	NA	BCE Loss	Custom
	8		AFIP	Accurate facial image parsing at real-time speed	NA	LaPa CelebAMask-HQ	NA	2019	NA	NA	SC Loss(Statistical Contextual loss)	NA
	9		EHANet	EHANet: An Effective Hierarchical Aggregation Network for Face Parsing	https://github.com/JACKYLUO1991/FaceParsing	CelebAMask-HQ LaPa Helen	Pytorch	2020	Yes	Yes	Boundary Aware loss	MIT