Face Detection

Face Detection is a computer vision task that involves automatically identifying and locating human faces within digital images or videos. It is a fundamental technology that underpins many applications such as face recognition, face tracking, and facial analysis.

( Image credit: insightface )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 501–525 of 536 papers

Title	Date	Tasks	Status
EMface: Detecting Hard Faces by Exploring Receptive Field Pyraminds	May 21, 2021	Face Detection	CodeCode Available
Transforming faces into video stories -- VideoFace2.0	May 4, 2025	Face DetectionFace Recognition	CodeCode Available
DSFD: Dual Shot Face Detector	Oct 24, 2018	Data AugmentationFace Detection	CodeCode Available
Manga FaceNet	Jun 5, 2017	Face DetectionRetrieval	CodeCode Available
Context-aware CNNs for person head detection	Nov 24, 2015	Face DetectionHead Detection	CodeCode Available
Dockerface: an Easy to Install and Use Faster R-CNN Face Detector in a Docker Container	Aug 15, 2017	Face DetectionFace Recognition	CodeCode Available
Detector-in-Detector: Multi-Level Analysis for Human-Parts	Feb 19, 2019	Body DetectionFace Detection	CodeCode Available
PyramidBox++: High Performance Detector for Finding Tiny Face	Mar 31, 2019	Data AugmentationFace Detection	CodeCode Available
A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"	Mar 18, 2016	Face AlignmentFace Detection	CodeCode Available
Max-Margin Object Detection	Jan 31, 2015	Face DetectionObject	CodeCode Available
Detecting Faces Using Region-based Fully Convolutional Networks	Sep 14, 2017	Face DetectionPosition	CodeCode Available
Descriptor: Face Detection Dataset for Programmable Threshold-Based Sparse-Vision	Oct 1, 2024	Face Detectionobject-detection	CodeCode Available
Compact Convolutional Neural Network Cascade for Face Detection	Aug 6, 2015	4kComputational Efficiency	CodeCode Available
Colors Matter: AI-Driven Exploration of Human Feature Colors	May 20, 2025	ClassificationFace Detection	CodeCode Available
MIDV-2019: Challenges of the modern mobile-based document OCR	Oct 9, 2019	Face DetectionOptical Character Recognition (OCR)	CodeCode Available
An All-In-One Convolutional Neural Network for Face Analysis	Nov 3, 2016	Age EstimationAll	CodeCode Available
MIDV-500: A Dataset for Identity Documents Analysis and Recognition on Mobile Devices in Video Stream	Jul 16, 2018	Face Detection	CodeCode Available
Zero-Shot Enhancement of Low-Light Image Based on Retinex Decomposition	Nov 6, 2023	DenoisingFace Detection	CodeCode Available
MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild	May 24, 2018	Face DetectionObject Tracking	CodeCode Available
The RoboCup Rescue Victim Dataset	Aug 6, 2018	Face DetectionFace Recognition	CodeCode Available
Sejong Face Database: A Multi-Modal Disguise Face Database	Jun 14, 2021	Face DetectionFace Recognition	CodeCode Available
DenseBox: Unifying Landmark Localization with End to End Object Detection	Sep 16, 2015	Face DetectionMulti-Task Learning	CodeCode Available
Deep Learning Framework to Detect Face Masks from Video Footage	Nov 4, 2020	Deep LearningFace Detection	CodeCode Available
MTCAE-DFER: Multi-Task Cascaded Autoencoder for Dynamic Facial Expression Recognition	Dec 25, 2024	Dynamic Facial Expression RecognitionFace Detection	CodeCode Available
Real-time Convolutional Neural Networks for Emotion and Gender Classification	Oct 20, 2017	Emotion ClassificationFace Detection	CodeCode Available

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All datasets WIDER Face (Hard)WIDER Face (Medium)WIDER Face (Easy)FDDB Annotated Faces in the Wild PASCAL Face WIDER FACE COCO-WholeBody DCM iCartoonFace ADE20K

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Poly-NL(ResNet-50)	AP	0.93	—	Unverified
2	ASFD-D6	AP	0.93	—	Unverified
3	RetinaFace+Lpts+Lpixel	AP	0.92	—	Unverified
4	AInnoFace	AP	0.91	—	Unverified
5	DupNet-L+PACT	AP	0.91	—	Unverified
6	DSFD	AP	0.9	—	Unverified
7	+ DH + HIM	AP	0.9	—	Unverified
8	SRN	AP	0.9	—	Unverified
9	FDNet	AP	0.9	—	Unverified
10	PyramidBox	AP	0.89	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ASFD-D6	AP	0.97	—	Unverified
2	RetinaFace+Lpts+Lpixel	AP	0.96	—	Unverified
3	Poly-NL(ResNet-50)	AP	0.96	—	Unverified
4	AInnoFace	AP	0.96	—	Unverified
5	DSFD	AP	0.95	—	Unverified
6	YOLOv5x6	AP	0.95	—	Unverified
7	SCRFD-34GF	AP	0.95	—	Unverified
8	+ DH + HIM	AP	0.95	—	Unverified
9	YOLOv5l6	AP	0.95	—	Unverified
10	SRN	AP	0.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ASFD-D6	AP	0.97	—	Unverified
2	RetinaFace+Lpts+Lpixel	AP	0.97	—	Unverified
3	YOLOv5x6	AP	0.97	—	Unverified
4	AInnoFace	AP	0.97	—	Unverified
5	YOLOv5m6	AP	0.96	—	Unverified
6	Poly-NL(ResNet-50)	AP	0.96	—	Unverified
7	PyramidBox	AP	0.96	—	Unverified
8	SCRFD-34GF	AP	0.96	—	Unverified
9	DSFD (RFB)	AP	0.96	—	Unverified
10	SRN	AP	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Condensation-Net	Accuracy	91.82	—	Unverified
2	DSFD	AP	0.99	—	Unverified
3	Face R-FCN	AP	0.99	—	Unverified
4	SRN	AP	0.99	—	Unverified
5	PyramidBox	AP	0.99	—	Unverified
6	S3FD	AP	0.98	—	Unverified
7	LFFD	AP	0.97	—	Unverified
8	FaceBoxes	AP	0.96	—	Unverified
9	HyperFace	AP	0.9	—	Unverified
10	DPM	AP	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRN	AP	1	—	Unverified
2	HyperFace-ResNet	AP	0.99	—	Unverified
3	LRN + RSA	AP	0.99	—	Unverified
4	FaceBoxes	AP	0.99	—	Unverified
5	STN	AP	0.98	—	Unverified
6	DPM	AP	0.97	—	Unverified
7	Conv3D	AP	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRN	AP	0.99	—	Unverified
2	S3FD	AP	0.98	—	Unverified
3	FaceBoxes	AP	0.96	—	Unverified
4	HyperFace-ResNet	AP	0.96	—	Unverified
5	STN	AP	0.94	—	Unverified
6	DPM	AP	0.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Condensation-Net	Average Precision	93.86	—	Unverified
2	MobileNetV1-0.25	Average Top-1 Accuracy	68.98	—	Unverified
3	IFQ-Tinier-YOLO	GFLOPs	0.11	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HPRNet (Hourglass-104)	AP	56.4	—	Unverified
2	HPRNet (DLA)	AP	55.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DASS-Detector (YOLOX Tiny)	Average Precision	77.4	—	Unverified
2	DASS-Detector (YOLOX XL)	Average Precision	77.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DASS-Detector (YOLOX XL)	Average Precision	90.01	—	Unverified
2	DASS-Detector (YOLOX Tiny)	Average Precision	87.75	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CASSOD	mIoU	42.86	—	Unverified