
Machine Learning
Essential guidelines and proven strategies for building robust, scalable machine learning systems that deliver real business value.
Read articleVisual Search and Duplicate Detection. Find visually similar images and eliminate duplicates from large datasets. Our image similarity technology enables reverse image search, copyright protection, and efficient media asset management through advanced perceptual hashing.
Advanced visual search and duplicate detection capabilities

Generate compact fingerprints that capture visual content while remaining invariant to minor modifications. Our hashing algorithms enable fast similarity searches across millions of images.

Find similar or matching images from large databases using visual queries. Our technology powers visual search engines, product discovery, and intellectual property protection.

Identify and remove duplicate or near-duplicate images from photo libraries and media collections. Our system handles variations in resolution, cropping, compression, and color adjustments.

Monitor online platforms for unauthorized use of copyrighted images. Our similarity matching detects modified copies, enabling content creators and rights holders to protect their intellectual property.
Why our similarity search delivers fast and accurate visual matching
Compact fingerprints capture visual essence while remaining robust to minor modifications and transformations.
Optimized indexing enables sub-second searches across millions of images with minimal computational overhead.
Advanced algorithms identify near-duplicates despite cropping, compression, filters, and other modifications.
An efficient approach to visual search and duplicate detection at scale
← Scroll to see all steps →
We analyze your image library size, formats, storage infrastructure, and similarity search requirements. Our team assesses computational needs and designs scalable architecture for millions of images.
Expert perspectives on AI, machine learning, and emerging technologies

Essential guidelines and proven strategies for building robust, scalable machine learning systems that deliver real business value.
Read article
How AI-powered visual inspection systems are revolutionizing quality assurance and reducing defects in modern manufacturing.
Read article
How AI-powered visual inspection systems are revolutionizing quality assurance and reducing defects in modern manufacturing.
Read article