Awesome Face Detection
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Contents
Datasets
- Wider Face Dataset [Link]
source code
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RetinaFace[code]
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CenterFace[code]
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Face-Detector-1MB-with-landmark[code]
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Ultra-Light-Fast-Generic-Face-Detector-1MB[code]
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LFFD[code]
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SSH[code]
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FaceBoxes[code]
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S3FD[code]
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PCN[code]
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Find Tiny Face[code]
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ExtendedTinyFaces[code]
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Face-MagNet[code]
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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 Note that all unpublished arXiv papers are not included into the leaderboard of performance
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[KPNet] KPNet: Towards Minimal Face Detector [paper]
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HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces[paper]
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Face Detection with Feature Pyramids and Landmarks[paper]
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RefineFace: Refinement Neural Network for High Performance Face Detection[paper]
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Group Sampling for Scale Invariant Face Detection[paper]
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LFFD: A Light and Fast Face Detector for Edge Devices[paper]
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EXTD: Extremely Tiny Face Detector via Iterative Filter Reus [paper]
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BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs [paper]
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Accurate Face Detection for High Performance [paper]
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RetinaFace: Single-stage Dense Face Localisation in the Wild [paper]
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PyramidBox++: High Performance Detector for Finding Tiny Face [paper]
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[VIM-FD] Single-Shot Scale-Aware Network for Real-Time Face Detection [paper]
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Robust and High Performance Face Detector [paper]
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[ISRN] Improved Selective Refinement Network for Face Detection [paper]
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[SFDet] Single-Shot Scale-Aware Network for Real-Time Face Detection [paper]
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[DAFE-FD] DAFE-FD: Density Aware Feature Enrichment for Face Detection [paper]
2020
- [KPNet] KPNet: Towards Minimal Face Detector [paper]
2019
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HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces[paper]
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Face Detection with Feature Pyramids and Landmarks[paper]
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RefineFace: Refinement Neural Network for High Performance Face Detection[paper]
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Group Sampling for Scale Invariant Face Detection[paper]
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LFFD: A Light and Fast Face Detector for Edge Devices[paper]
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EXTD: Extremely Tiny Face Detector via Iterative Filter Reus [paper]
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BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs [paper]
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[AInnoFace] Accurate Face Detection for High Performance [paper]
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RetinaFace: Single-stage Dense Face Localisation in the Wild [paper]
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PyramidBox++: High Performance Detector for Finding Tiny Face [paper]
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[VIM-FD] Single-Shot Scale-Aware Network for Real-Time Face Detection [paper]
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Robust and High Performance Face Detector [paper]
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[ISRN] Improved Selective Refinement Network for Face Detection [paper]
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[SFDet] Single-Shot Scale-Aware Network for Real-Time Face Detection [paper]
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[DAFE-FD] DAFE-FD: Density Aware Feature Enrichment for Face Detection [paper]
2018
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DSFD: Dual Shot Face Detector [paper]
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[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 |