Scalable classification
Classification
Recognise texts and objects, classify conditions and localise positions
OCR - Text recognition
OCR using AI-based image analysis, also known as Optical Character Recognition (OCR), allows printed or handwritten texts on objects or documents to be captured and digitally processed. It is widely used in various industries. Recognizing license plates on vehicles enables quick identification and can be used for toll systems, parking garages, and traffic monitoring. Labels and other inscriptions can be checked for production and expiration dates, article numbers, addresses, dimensions, and more. This optimizes the sorting and shipping process in warehouses and distribution centers.
Realisable by the following technologies:
- OCR (text recognition)
Example industries: Transport, logistics, production, packaging, food industry, administration
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Type Recognition
In type recognition, AI image analysis leverages its ability to identify and classify different object types based on specific characteristics. Whether large objects like vehicles or small components like screws, tall trees, or tiny pests—DENKnet enables pixel-accurate detection. Using type or object recognition, all downstream processes can be automated: sorting, counting, gripping, fertilizing, harvesting, and more. Production lines can be managed more efficiently, quality analyses can be conducted more precisely, and monitoring processes can be carried out more reliably.
Realisable by the following technologies:
- Object detection
Example industries: Automotive industry, agriculture, logistics, medical technology, food industry, manufacturing, waste management
Discuss your use caseCondition Check
Condition checking with AI-based image analysis specializes in identifying and assessing the condition of materials, components, products and specific situations. This is crucial in many industries to detect wear, damage or other deviations (including positive developments) early. AI can recognize signs of wear, cracks or corrosion on machine parts, as well as disease symptoms or pest infestations on plants. This condition assessment helps carry out maintenance work in time and avoid unexpected failures.
Realisable by the following technologies:
- Image Segmentation
- Instance Segmentation
Example industries: Automotive industry, agriculture, logistics, medical technology, food industry, manufacturing, transport infrastructure
Discuss your use case
Position Determination
Position determination using AI image analysis enables precise localization of objects and determines their position within a defined space or relative to other objects. This is applied in various industries to automate workflows, deploy gripping robots, or improve accuracy in production.
Realisable by the following technologies:
- Object detection
- Instance Segmentation
Example industries: Automotive industry, agriculture, logistics, medical technology, packaging industry
Discuss your use case