Proprietary Deep Fine-grained Recognition Technology
Magic? No, artificial intelligence and a brilliant team.
We've been busy researching and developing the most advanced fine grained image recognition based on deep learning technology and running on the world's biggest computers, specialized in picking up the most elaborate details from consumer goods and their shelves.
Uncovering the mystery
The Qube, our all-in-one artificial intelligence consists of many different engines working in harmony with each other to analyse shelf images instantaneously and extract information on product, brand, price and placement.
A look behind the cover
the different A.I. blocks created to perfection
The Qube Process
Shelf images undergo a transformation through our multi-engine artificial intelligence
Image Reconstruction Engine
Anomaly Detection | Capturing differences and noncompliance between the ideal, the implemented and the reality
Novelty Detection | Capturing new scene entries like new products, changed packaging, misplaced random objects.
Deep fine-grained recognition engine
Feature Extraction | shapes, colors, text, borders, and other patterns to identify subtle details in products
Attentional Learning | Unsupervised machine learning to spot regions of interest
Contextual Deduction | Understanding the scene and deducing subtle differences in analysis (size comparison, package comparison)
Predictive Analytics Engine
Visuals and analytics data is aggregated and filed so that you can dive in and follow the indicators the matter to you:
On a dive-in SKU level and global overview