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