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An image similarity model addressing unauthorized use of digital images
Opportunity
To tackle issues concerning theft and unauthorized use of digital images online, including usage within social platforms.
Solution
Machine learning and deep learning algorithms that recognize similarity within images.
About the client
Our client is a US-based online platform provider that offers powerful tools and services to photographers and other image owners to discover any unauthorized use of their online images.
Challenge
With the ease of accessibility to images provided online and the existence of powerful image editing software, the risks of original images being stolen, plagiarised, or altered for manipulation are high. Be it a stock photos platform or an eCommerce website; challenges lie in protecting the photographers’ work from being stolen or used without authorization on various digital and social platforms. However, such risks can be reduced by leveraging artificial intelligence and machine learning.
Solution
The team at Intellect Data developed a machine learning model for image similarity that traces content and visual clues improving data provenance detection. The model finds matches of uploaded images, analyzes them, and alerts image owners of required action steps with the help of a powerful suite of management tools offered by the client. The tools provide:
- A continuous search for matching images
- Quick alerts on copyright infringements
- A personalized dashboard with intuitive information and custom features
- An AI-powered workflow, search capability, and filters.
Tools & technologies used
Result
The client was named the “Best Online Image Protection Platform" in the Technology Elite Awards 2019 by US Business News. With Intellect Data’s image similarity model, the client gained users of its online service, dramatically increasing its base and expanding future business opportunities. Key features included
- AI-powered protection and security for images
- Quick results saving time
Our clients
Why Choose IntellectDataTM as your AI and data science partner?
Broad-spectrum of products and services employing leading-edge technology, providing a strategic and competitive advantage
Industry-leading expertise developing and implementing digital products and software services incorporating data science, artificial intelligence, image and video analytics, text analytics, predictive analytics, recommendation engines, and visualization
Easily integrated with other mission-critical enterprise applications and platforms to solve any data-driven problem
Unmatched standards for quality, scalability, and performance create exceptional value, propelling organizations to the next level of insight and action
End-to-end services from consulting to full-cycle software development
Empower non-experts to use machine learning models and techniques without the need for prior expertise in the field
Complete adherence to data and security regulations such as HIPAA, Data protection 2018, etc.