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 126–150 of 536 papers

Title	Date	Tasks	Status	Hype
Face Detection on Mobile: Five Implementations and Analysis	May 11, 2022	Emotion RecognitionFace Detection	—Unverified	0
Toward Fast, Flexible, and Robust Low-Light Image Enhancement	Apr 21, 2022	Computational EfficiencyFace Detection	CodeCode Available	2
Epistemic Uncertainty-Weighted Loss for Visual Bias Mitigation	Apr 20, 2022	Face Detection	—Unverified	0
De-biasing facial detection system using VAE	Apr 16, 2022	Face Detection	—Unverified	0
Practical Digital Disguises: Leveraging Face Swaps to Protect Patient Privacy	Apr 7, 2022	Face DetectionFace Swapping	—Unverified	0
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection	Apr 4, 2022	CPUFace Detection	CodeCode Available	1
Robust Neonatal Face Detection in Real-world Clinical Settings	Apr 1, 2022	Face Detection	CodeCode Available	0
Using Active Speaker Faces for Diarization in TV shows	Mar 30, 2022	Face ClusteringFace Detection	—Unverified	0
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask Detection	Mar 30, 2022	Face DetectionObject Detection	CodeCode Available	1
Privacy-preserving Online AutoML for Domain-Specific Face Detection	Mar 16, 2022	AutoMLFace Detection	—Unverified	0
LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality Filters	Mar 11, 2022	Face DetectionImage Enhancement	CodeCode Available	0
An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection	Mar 10, 2022	Decision MakingFace Detection	—Unverified	0
GAN-generated Faces Detection: A Survey and New Perspectives	Feb 15, 2022	Face DetectionSurvey	—Unverified	0
Fun Selfie Filters in Face Recognition: Impact Assessment and Removal	Feb 12, 2022	Face DetectionFace Recognition	—Unverified	0
Block shuffling learning for Deepfake Detection	Feb 6, 2022	DeepFake DetectionFace Detection	CodeCode Available	0
ASFD: Automatic and Scalable Face Detector	Jan 26, 2022	Face DetectionGPU	—Unverified	0
Are Commercial Face Detection Models as Biased as Academic Models?	Jan 25, 2022	Face DetectionFairness	—Unverified	0
Face Detection in Extreme Conditions: A Machine-learning Approach	Jan 17, 2022	BIG-bench Machine LearningFace Detection	—Unverified	0
Thermal Face Detection for High-Speed AI Thermometer	Jan 4, 2022	Face Detectionobject-detection	CodeCode Available	1
Development of a face mask detection pipeline for mask-wearing monitoring in the era of the COVID-19 pandemic: A modular approach	Dec 30, 2021	Face Detection	—Unverified	0
An Empirical Study of Adder Neural Networks for Object Detection	Dec 27, 2021	Autonomous DrivingFace Detection	—Unverified	0
Person Detection in Collaborative Group Learning Environments Using Multiple Representations	Dec 22, 2021	Face DetectionHuman Detection	—Unverified	0
Rapid Face Mask Detection and Person Identification Model based on Deep Neural Networks	Dec 18, 2021	ARCFace Detection	—Unverified	0
Cinderella's shoe won't fit Soundarya: An audit of facial processing tools on Indian faces	Dec 17, 2021	Age ClassificationFace Detection	—Unverified	0
Graph-based Generative Face Anonymisation with Pose Preservation	Dec 10, 2021	Face DetectionFace Generation	CodeCode Available	1

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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