Image Classification
Surfy.Vision

The main problem solved by image classification is sorting and grouping images into classes and categories.

Image classification is an extremely useful and very powerful tool in today's world of machine vision. Surfy Vision Image Classification segments images into groups at lightning speed using a variety of models and scores the results.

Surfy Vision Image Classification uses already predefined Surfy Vision models and the Surfy Search Engine Database for image recognition and grouping. If no matches are found or the data obtained is not conclusive enough, the Surfy algorithms start searching for similar images on the global Internet.

The median search time for this scenario is currently 1.15s. If the image classification is successful, the Surfy Vision algorithms will extend the current model or create a new additional model, according to the nesting of the Surfy hierarchical object structure.

Extremely precise
98.37% accuracy

During learning, Surfy's algorithms significantly increase the search speed, which at its peak reaches 0.005s per frame processed.

Flexible hierarchical image recognition model with 240x240x3 matrix allows to achieve speed of 0.005s per frame from one core on 2.3mHz CPU eliminating the need for expensive GPU processors.

Enterprise &
Custom Solutions

Image classification does not necessarily have to consist of a large number of groups of objects, but can be fine-tuned to distinguish one from the other, such as faults in production or searching for specific items in large volumes of visual information.

All Surfy Vision products can be combined and integrated with each other, giving you the unique features and characteristics needed to achieve your business objectives.

We can customise and extend Surfy Vision Image Classification to suit your company's needs.

Use Cases

We can build a variety of solutions based on the Surfy Eco-system. Here you will find some examples where we have experience of successful implementation.
Sorting and Processing of incoming applications
Sorting and Processing of incoming applications
Government institutions/ Public Bodies and Commercial organisations
Processing and classification of incoming visual materials to the relevant departments
Real-time assembly fault detection and quality control
Manufacturing
Assembly lines
Real-time assembly fault detection and quality control
Image processing based intelligent waste classification by groups and classes, e.g. detection of recyclable waste.
Waste management
Waste sorting
Image processing based intelligent waste classification by groups and classes, e.g. detection of recyclable waste
Grading and Sorting of Agricultural Products. Image processing based automatic sorting and grading of agricultural products.
Grading and Sorting of Agricultural Products
Agricultural production
Image processing based automatic sorting and grading of agricultural products, such as crops, fruits and vegetables. High speed quality detection and sortation, identification of non-conformities or foreign elements and division of product groups into classes or categories.
Security Systems. Foreign objects detection, detection of people in restricted areas on images or video streams.
Security Systems
Warehouses, public transport, restricted areas
Foreign objects detection, detection of people in restricted areas on images or video streams
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