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Awesome Face Detection

If you have any problems, suggestions or improvements, please submit the issue or PR.

Contents

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 Note that all unpublished arXiv papers are not included into the leaderboard of performance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