Big Data

Database GOLD

Image databases are Digital Gold for face and image researchers. There are thousands of companies, university and labs throuout the world working on Face Recognition and other subsets. These groups need datasets to test their research.

Image and Video Datasets

Apple FaceID from 2017 uses biometric authentication to unlock phone

Clearview AI Database Scrubbed face images from all the popular social media sites.

Facebook’s DeepFace [TYRW14]

Google’s FaceNet [SKP15] 450K images

Google Open Images = 15 Mil boxes & 600 categories

Identity Concepts

Megvii Face++ Largest in China

Sun397 108K images

UMDFaces 367K face annotations

Youtube Bounding Boxes 240K videos, 5.6 Mil bounding boxes

OpenFace

Visual Geometry Group (VGG)

Face Descriptor [PVZ15]

ImageNet

MIT CSAIL 650K labeled objects

Partium Image DB - Catchoom Image Recog, Slyce & Humai are now Partium

LTU Instant Visual Knowledge IMAGE ID for Image Recognition DB

MIVIA audio dataset - 6000 danger-signalling clips t.ly/jR68

CASIA-WebFace dataset

LightenedConvolutional Neural Networks (CNNs) [WHS15],

VGGFace2

Google AudioSet - over 2 million 10-second sound clips from Youtube


Celeb Face Database

5 Million Facial Recognition Lists

Wikitude Augmented Reality Tools

Fingerprint Databases

Illinois Fingerprint DB

JA3 SSL Fingerprint DB

FBI Next Generation Identification (NGI)

IDenTOgo Fingerprint DB


DNA DB

FBI Combined DNA Index System (CODIS)


Automated License Plate Readers (ALPRs) - Police sweep mall parking lots for offending car owners


Background Check Databases

Background Report: Speedy $20 https://www.backgroundreport.com/

Accurate Now: flexible pricing https://www.accurate.com/my-background-check/

GoodHire: https://www.goodhire.com/

Employment Screening Resources: ESR https://www.esrcheck.com/

HireRight: https://www.hireright.com/background-checks

IntelliCorp: https://www.intellicorp.net/marketing

9 more = Verified Credentials: Justifacts: InfoMart: Checkr: Onfido: Trusted Employees: Asurint: AGoodEmployee.com: SterlingOne:

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