Awesome Face Detection

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Contents

• Datasets
• Papers
• Leaderboard

Datasets

• Wider Face Dataset [Link]

source code

• RetinaFace[code]

• CenterFace[code]

• Face-Detector-1MB-with-landmark[code]

• Ultra-Light-Fast-Generic-Face-Detector-1MB[code]

• LFFD[code]

• SSH[code]

• FaceBoxes[code]

• S3FD[code]

• PCN[code]

• Find Tiny Face[code]

• ExtendedTinyFaces[code]

• Face-MagNet[code]

• smallhardface[code]

Papers

arXiv papers

This section only includes the last 20 papers since 2018 in arXiv.org. Previous papers will be hidden using <!--...-->. If you want to view them, please open the raw file to read the source code. Note that all unpublished arXiv papers are not included into the leaderboard of performance

• [KPNet] KPNet: Towards Minimal Face Detector [paper]

• HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces[paper]

• Face Detection with Feature Pyramids and Landmarks[paper]

• RefineFace: Refinement Neural Network for High Performance Face Detection[paper]

• Group Sampling for Scale Invariant Face Detection[paper]

• LFFD: A Light and Fast Face Detector for Edge Devices[paper]

• EXTD: Extremely Tiny Face Detector via Iterative Filter Reus [paper]

• BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs [paper]

• Accurate Face Detection for High Performance [paper]

• RetinaFace: Single-stage Dense Face Localisation in the Wild [paper]

• PyramidBox++: High Performance Detector for Finding Tiny Face [paper]

• [VIM-FD] Single-Shot Scale-Aware Network for Real-Time Face Detection [paper]

• Robust and High Performance Face Detector [paper]

• [ISRN] Improved Selective Refinement Network for Face Detection [paper]

• [SFDet] Single-Shot Scale-Aware Network for Real-Time Face Detection [paper]

• DSFD: Dual Shot Face Detector [paper][code]

• [DAFE-FD] DAFE-FD: Density Aware Feature Enrichment for Face Detection [paper]

2020

• [KPNet] KPNet: Towards Minimal Face Detector [paper]

2019

• HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces[paper]

• Face Detection with Feature Pyramids and Landmarks[paper]

• RefineFace: Refinement Neural Network for High Performance Face Detection[paper]

• Group Sampling for Scale Invariant Face Detection[paper]

• LFFD: A Light and Fast Face Detector for Edge Devices[paper]

• EXTD: Extremely Tiny Face Detector via Iterative Filter Reus [paper]

• BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs [paper]

• [AInnoFace] Accurate Face Detection for High Performance [paper]

• RetinaFace: Single-stage Dense Face Localisation in the Wild [paper]

• PyramidBox++: High Performance Detector for Finding Tiny Face [paper]

• [VIM-FD] Single-Shot Scale-Aware Network for Real-Time Face Detection [paper]

• Robust and High Performance Face Detector [paper]

• [ISRN] Improved Selective Refinement Network for Face Detection [paper]

• [SFDet] Single-Shot Scale-Aware Network for Real-Time Face Detection [paper]

• [DAFE-FD] DAFE-FD: Density Aware Feature Enrichment for Face Detection [paper]

2018

• DSFD: Dual Shot Face Detector [paper]

• [DFS] Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision[paper]

Leaderboard

The section is being continually updated. Note that some values have superscript, which indicates their source.

wider face paper result

Year-Conference/Journal	Methods	Easy	Medium	Hard
-----------	AInnoFace	0.970	0.961	0.910
-----------	DFS	0.969	0.959	0.918