Machine learning

Our Competencies:

Computer Vision:

• Object Detection
• Face Recognition, Biometrics
• Object Tracking in Videos, including tracking in highly dynamic environments: we have broken several public benchmarks in tracking players during football matches.
• Classical Computer Vision, Image Processing
• Optical Character Recognition (OCR) systems, including handwritten text recognition

Natural Language Processing (NLP):

• Semantic Search
• Classic NLP tasks: text preprocessing, named entity recognition, classification, summarization
• Dialogue Systems
• In-house NLP libraries (semantic search, chatbots)

ML Infrastructure:

• Optimization of neural network models
• NVIDIA TensorRT
• Onnx
• C++ libraries for model response acceleration
• Vector databases: storage and search through large volumes of unstructured data