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Services:
  • Product Engineering

Developed an Intuitive and Robust Image Prediction Platform from Idea to Reality

Software & Hi-Tech
Posted On: 21 March, 2024

About the Client

  • A US-based company that provided the world’s first image intelligence platform for marketers
  • Offers AI-based software solutions along with on-demand royalty-free stock photography service
  • Provides unlimited photo access for use on social media channels, websites, emails, and advertisements

Business Needs

  • Create an engaging platform that helps connect digital marketers with photographers
  • Conceptualize and build an intuitive artificial intelligence (AI) and machine learning (ML) based model enabling consumers to easily customize stock photos
  • Develop a solution that engages users via hosting the solution on mobile and web-based applications

Solutions

  • Developed an intuitive and robust ML-based online platform with image analysis feature for creating quick, customized images
  • Implemented artificial face generation using GAN as a part of ‘Manufacture an Image’ approach
  • Built an augmented reality (AR) feature that enables users to use the phone camera and current location to view nearby images on screen
  • Implemented AR for an engaging browsing impact and posts availability
  • Generated accurate tags for the uploaded photographs through an AI-based model
  • Built a set of powerful, data-driven image APIs to fulfill the marketing needs of small- and large-scale projects
  • Implemented elasticbased search for tags and locations to provide wider result sets to the users
  • Enabled users to raise and track requests for specific/specialty photographs
  • Extended support from mobile-first to different form factor devices

Business Impact

Achieved:

  • Integrated and scalable architecture
  • Quick rollout of MVP
  • Effective DevOps-led deliver

Resulting in:

  • 4,000+ production users
  • 1,500+ active photographers
  • Increased CTRs to 62%
  • Decreased CPCs by 31%
  • Achieved 2X ROAS

Technology Stack

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