Synthetic data for machine learning combats privacy, bias issues

Applications
- Biometrics & security
  
  ID verification
  
  Facial identification and verification for consumer and security applications.
  
  Security
  
  Activity recognition and threat detection across camera views.
  
  Consumer devices & applications
  
  AR/VR/XR
  
  Spatial computing, gesture recognition, and gaze estimation for headsets.
  
  Virtual try-on
  
  Millions of identities and clothing options to train best-in-class models.
  
  Biometrics & security
  
  Driver monitoring
  
  Simulate driver and occupant behavior captured with multi-modal cameras.
  
  Pedestrian detection
  
  Simulate edge cases and rare events to ensure the robust performance of autonomous vehicles.
Resources
- AI Safety IV: Sparks of Misalignment
  
  This is the last, fourth post in our series...
  
  Read More
  
  Visit the Blog
  
  Gen AI
  
  Gen AI book
  
  HumanAPI
  
  Data visualizer
  
  API documentation
  
  Synthetic data
  
  Synthetic data book
  
  Synthetic data guide
  
  Synthetic data whitepaper
  
  Industry survey
  
  OpenSynthetics
Company
- About us
  
  Overview
  
  Ethics
  
  Press
  
  Newsroom
  
  Press Kit
  
  Join Our Team
  
  Together, we’re building the future of computer vision & machine learning
  
  Explore Careers

Applications
- Biometrics & security
  
  ID verification
  
  Facial identification and verification for consumer and security applications.
  
  Security
  
  Activity recognition and threat detection across camera views.
  
  Consumer devices & applications
  
  AR/VR/XR
  
  Spatial computing, gesture recognition, and gaze estimation for headsets.
  
  Virtual try-on
  
  Millions of identities and clothing options to train best-in-class models.
  
  Biometrics & security
  
  Driver monitoring
  
  Simulate driver and occupant behavior captured with multi-modal cameras.
  
  Pedestrian detection
  
  Simulate edge cases and rare events to ensure the robust performance of autonomous vehicles.
Resources
- AI Safety IV: Sparks of Misalignment
  
  This is the last, fourth post in our series...
  
  Read More
  
  Visit the Blog
  
  Gen AI
  
  Gen AI book
  
  HumanAPI
  
  Data visualizer
  
  API documentation
  
  Synthetic data
  
  Synthetic data book
  
  Synthetic data guide
  
  Synthetic data whitepaper
  
  Industry survey
  
  OpenSynthetics
Company
- About us
  
  Overview
  
  Ethics
  
  Press
  
  Newsroom
  
  Press Kit
  
  Join Our Team
  
  Together, we’re building the future of computer vision & machine learning
  
  Explore Careers

Applications
- Biometrics & security
  
  ID verification
  
  Facial identification and verification for consumer and security applications.
  
  Security
  
  Activity recognition and threat detection across camera views.
  
  Consumer devices & applications
  
  AR/VR/XR
  
  Spatial computing, gesture recognition, and gaze estimation for headsets.
  
  Virtual try-on
  
  Millions of identities and clothing options to train best-in-class models.
  
  Biometrics & security
  
  Driver monitoring
  
  Simulate driver and occupant behavior captured with multi-modal cameras.
  
  Pedestrian detection
  
  Simulate edge cases and rare events to ensure the robust performance of autonomous vehicles.
Resources
- AI Safety IV: Sparks of Misalignment
  
  This is the last, fourth post in our series...
  
  Read More
  
  Visit the Blog
  
  Gen AI
  
  Gen AI book
  
  HumanAPI
  
  Data visualizer
  
  API documentation
  
  Synthetic data
  
  Synthetic data book
  
  Synthetic data guide
  
  Synthetic data whitepaper
  
  Industry survey
  
  OpenSynthetics
Company
- About us
  
  Overview
  
  Ethics
  
  Press
  
  Newsroom
  
  Press Kit
  
  Join Our Team
  
  Together, we’re building the future of computer vision & machine learning
  
  Explore Careers

Applications
- Biometrics & security
  
  ID verification
  
  Facial identification and verification for consumer and security applications.
  
  Security
  
  Activity recognition and threat detection across camera views.
  
  Consumer devices & applications
  
  AR/VR/XR
  
  Spatial computing, gesture recognition, and gaze estimation for headsets.
  
  Virtual try-on
  
  Millions of identities and clothing options to train best-in-class models.
  
  Biometrics & security
  
  Driver monitoring
  
  Simulate driver and occupant behavior captured with multi-modal cameras.
  
  Pedestrian detection
  
  Simulate edge cases and rare events to ensure the robust performance of autonomous vehicles.
Resources
- AI Safety IV: Sparks of Misalignment
  
  This is the last, fourth post in our series...
  
  Read More
  
  Visit the Blog
  
  Gen AI
  
  Gen AI book
  
  HumanAPI
  
  Data visualizer
  
  API documentation
  
  Synthetic data
  
  Synthetic data book
  
  Synthetic data guide
  
  Synthetic data whitepaper
  
  Industry survey
  
  OpenSynthetics
Company
- About us
  
  Overview
  
  Ethics
  
  Press
  
  Newsroom
  
  Press Kit
  
  Join Our Team
  
  Together, we’re building the future of computer vision & machine learning
  
  Explore Careers

Back

March 30, 2021

Synthetic data for machine learning combats privacy, bias issues

https://searchenterpriseai.techtarget.com/feature/Synthetic-data-for-machine-learning-combats-privacy-bias-issues

Biometrics & security

ID verification

Security

Consumer devices & applications

AR/VR/XR

Virtual try-on

Biometrics & security

Driver monitoring

Pedestrian detection

Gen AI

HumanAPI

Synthetic data

About us

Press

Join Our Team

Biometrics & security

ID verification

Security

Consumer devices & applications

AR/VR/XR

Virtual try-on

Biometrics & security

Driver monitoring

Pedestrian detection

Gen AI

HumanAPI

Synthetic data

About us

Press

Join Our Team

Biometrics & security

ID verification

Security

Consumer devices & applications

AR/VR/XR

Virtual try-on

Biometrics & security

Driver monitoring

Pedestrian detection

Gen AI

HumanAPI

Synthetic data

About us

Press

Join Our Team

Biometrics & security

ID verification

Security

Consumer devices & applications

AR/VR/XR

Virtual try-on

Biometrics & security

Driver monitoring

Pedestrian detection

Gen AI

HumanAPI

Synthetic data

About us

Press

Join Our Team

Embrace Synthetic Data.