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Source: Public database of resolved BUT projects Last sync: 2026-02-22T10:49:38.712669+00:00 Number of AI projects in local records: 255
2026-02-22T10:49:38.712669+00:00
255
Methodology: projects are downloaded from a public database and AI relevance is determined by a combination of pre‑filter (CZ/EN keywords) and optional LLM classification (OpenAI Structured Outputs).
Specialization: Machine Learning (general) (189) Computer Vision (Image/Video Processing) (46) NLP & LLM (Language Processing) (26) Deep Learning (21) MLOps & Deployment (serving, monitoring) (8) Industrial AI / Industry 4.0 (7) Speech & Audio AI (6) Multi-modal AI (4) Time Series & Forecasting (4) AI in biomedicine / healthcare (3) Edge AI / Embedded AI (TinyML, on-device) (3) Generative AI (text/image/video) (3) Reinforcement Learning (3) Optimization & Metaheuristics (AI) (2) AI Security (adversarial, threat detection) (1) Knowledge Representation & Reasoning (1) Robotics & Autonomous Systems (1) Trustworthy / Explainable AI (XAI, fairness, security) (1)
AI topics (top 30): object detection (5) convolutional neural networks (CNN) (4) feature extraction (3) supervised learning (3) anomaly detection (2) automatic speech recognition (ASR) (2) deep learning (2) image segmentation (2) large-scale training data (2) machine learning (2) object detection in video (2) speech enhancement (2) 3D data representations (1) 3D image data (1) 3D shape analysis (1) 3D volumetric reconstruction (1) 5G-enabled video transmission (1) acoustic feature extraction (1) action recognition (1) adaptation/innovation of existing ML solutions (1) adversarial/discriminator-based losses (1) affective computing (1) Agent-based simulation (1) aggregation of prosumers / community energy sharing (1) AI-assisted imaging (1) AI for microscopy instrumentation (1) time series analysis (1) annotation / dataset creation (1) anomaly/change detection in communications (1) anomaly detection and fault-tolerant control (1)
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Search keywords (CZ): artificial intelligence machine learning supervised learning unsupervised learning transfer learning active learning deep learning neural networks natural language processing computer vision generative AI reinforced learning recommendation systems time series anomaly detection explainable AI responsible AI AI (abbreviation) intelligent
Keywords used for search (EN): artificial intelligence machine learning supervised learning unsupervised learning semi-supervised learning self-supervised learning transfer learning meta-learning few-shot learning zero-shot learning continuous learning active learning weak supervision ensemble learning deep learning neural networks CNN RNN / LSTM / GRU transformer attention mechanism embeddings LLM NLP RAG prompt engineering fine-tuning RLHF / DPO vector database named entity recognition machine translation sentiment analysis computer vision object detection image segmentation image classification OCR vision transformer pose estimation generative AI diffusion models GAN / UAE synthetic data reinforcement learning recommenders time series forecasting anomaly detection predictive maintenance MLOps serving model model monitoring drift model feature store A/B testing of models XAI fairness AI security adversarial ML poisoning model prompt injection graph neural networks knowledge graphs AI symbols knowledge representation robotics autonomous systems SLAM edge AI TinyML multimodal AI speech recognition text-to-speech speaker diarization industrial AI digital twin healthcare AI medical imaging AI bioinformatics AI data science
Responsible person: doc. Ing. Petr Koňas, Ph.D.
Responsibility: doc. Ing. Petr Koňas, Ph.D.