/awesome-face-detection

face_detection_paper_code

Awesome Face Detection

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Contents

Datasets

  • Wider Face Dataset [Link]

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 Note that all unpublished arXiv papers are not included into the leaderboard of performance

  • 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]

2019

  • 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