SOTAVerified

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

Showing 301350 of 536 papers

TitleStatusHype
Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis0
Accurate Face Detection for High Performance0
RetinaFace: Single-stage Dense Face Localisation in the WildCode1
Segmentation is All You Need0
Accelerating Proposal Generation Network for \ Face Detection on Mobile Devices0
LFFD: A Light and Fast Face Detector for Edge DevicesCode0
UG^2+ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments0
Center and Scale Prediction: Anchor-free Approach for Pedestrian and Face DetectionCode1
PyramidBox++: High Performance Detector for Finding Tiny FaceCode0
Pixelation is NOT Done in Videos Yet0
Face Detection in Repeated Settings0
An Efficient Edge Detection Approach to Provide Better Edge Connectivity for Image Analysis0
Joint Face Detection and Facial Motion Retargeting for Multiple Faces0
Illumination-invariant Face recognition by fusing thermal and visual images via gradient transfer0
Detector-in-Detector: Multi-Level Analysis for Human-PartsCode0
WIDER Face and Pedestrian Challenge 2018: Methods and Results0
Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild0
FDDB-360: Face Detection in 360-degree Fisheye Images0
Revisiting a single-stage method for face detection0
Improved Selective Refinement Network for Face Detection0
Face Detection and Face Recognition In the Wild Using Off-the-Shelf Freely Available Components0
DAFE-FD: Density Aware Feature Enrichment for Face Detection0
Robust and High Performance Face Detector0
SFA: Small Faces Attention Face DetectorCode0
Real-Time, Highly Accurate Robotic Grasp Detection using Fully Convolutional Neural Network with Rotation Ensemble Module0
Physical Attribute Prediction Using Deep Residual Neural Networks0
Improving Face Detection Performance with 3D-Rendered Synthetic Data0
FA-RPN: Floating Region Proposals for Face Detection0
Face-Focused Cross-Stream Network for Deception Detection in Videos0
Facial Landmark Machines: A Backbone-Branches Architecture with Progressive Representation Learning0
Face Detection in the Operating Room: Comparison of State-of-the-art Methods and a Self-supervised Approach0
Robust Face Detection via Learning Small Faces on Hard ImagesCode0
Continuous Trade-off Optimization between Fast and Accurate Deep Face Detectors0
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision0
DSFD: Dual Shot Face DetectorCode0
Embedded Deep Learning for Face Detection and Emotion Recognition with Intel© Movidius (TM) Neural Compute Stick0
Identifying Bias in AI using Simulation0
FCHD: Fast and accurate head detection in crowded scenesCode0
A Fast and Accurate System for Face Detection, Identification, and Verification0
Real Time System for Facial AnalysisCode1
Selective Refinement Network for High Performance Face DetectionCode0
Unsupervised Hard Example Mining from Videos for Improved Object Detection0
The RoboCup Rescue Victim DatasetCode0
FaceOff: Anonymizing Videos in the Operating Rooms0
Live Detection of Face Using Machine Learning with Multi-feature Method0
MIDV-500: A Dataset for Identity Documents Analysis and Recognition on Mobile Devices in Video StreamCode0
Object Detection with Deep Learning: A Review0
Generative Models for Pose Transfer0
Finding Tiny Faces in the Wild With Generative Adversarial Network0
Deployment of Customized Deep Learning based Video Analytics On Surveillance Cameras0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Poly-NL(ResNet-50)AP0.93Unverified
2ASFD-D6AP0.93Unverified
3RetinaFace+Lpts+LpixelAP0.92Unverified
4AInnoFaceAP0.91Unverified
5DupNet-L+PACTAP0.91Unverified
6DSFDAP0.9Unverified
7+ DH + HIMAP0.9Unverified
8SRNAP0.9Unverified
9FDNetAP0.9Unverified
10PyramidBoxAP0.89Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97Unverified
2RetinaFace+Lpts+LpixelAP0.96Unverified
3Poly-NL(ResNet-50)AP0.96Unverified
4AInnoFaceAP0.96Unverified
5DSFDAP0.95Unverified
6YOLOv5x6AP0.95Unverified
7SCRFD-34GFAP0.95Unverified
8+ DH + HIMAP0.95Unverified
9YOLOv5l6AP0.95Unverified
10SRNAP0.95Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97Unverified
2RetinaFace+Lpts+LpixelAP0.97Unverified
3YOLOv5x6AP0.97Unverified
4AInnoFaceAP0.97Unverified
5YOLOv5m6AP0.96Unverified
6Poly-NL(ResNet-50)AP0.96Unverified
7PyramidBoxAP0.96Unverified
8SCRFD-34GFAP0.96Unverified
9DSFD (RFB)AP0.96Unverified
10SRNAP0.96Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAccuracy91.82Unverified
2DSFDAP0.99Unverified
3Face R-FCNAP0.99Unverified
4SRNAP0.99Unverified
5PyramidBoxAP0.99Unverified
6S3FDAP0.98Unverified
7LFFDAP0.97Unverified
8FaceBoxesAP0.96Unverified
9HyperFaceAP0.9Unverified
10DPMAP0.86Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP1Unverified
2HyperFace-ResNetAP0.99Unverified
3LRN + RSAAP0.99Unverified
4FaceBoxesAP0.99Unverified
5STNAP0.98Unverified
6DPMAP0.97Unverified
7Conv3DAP0.96Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP0.99Unverified
2S3FDAP0.98Unverified
3FaceBoxesAP0.96Unverified
4HyperFace-ResNetAP0.96Unverified
5STNAP0.94Unverified
6DPMAP0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAverage Precision93.86Unverified
2MobileNetV1-0.25Average Top-1 Accuracy68.98Unverified
3IFQ-Tinier-YOLOGFLOPs0.11Unverified
#ModelMetricClaimedVerifiedStatus
1HPRNet (Hourglass-104)AP56.4Unverified
2HPRNet (DLA)AP55.8Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX Tiny)Average Precision77.4Unverified
2DASS-Detector (YOLOX XL)Average Precision77.4Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX XL)Average Precision90.01Unverified
2DASS-Detector (YOLOX Tiny)Average Precision87.75Unverified
#ModelMetricClaimedVerifiedStatus
1CASSODmIoU42.86Unverified