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2 813 (0,106s) •

Project

Convolutional neural networks for image analysis in the area of medicine (FW01010351)

rescue system support. In this project, we will use the convolutional neural networks...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2020 - 2023
    • •
  • 20 858 tis. Kč
    • •
  • 14 034 tis. Kč
    • •
  • TA ČR
Project

AppNeCo Approximate Neurocomputing (GA22-02067S)

Nowadays, modern AI technologies based on deep neural networks, whose and complexity theory of neural networks and empirical experience with the top design of high complexity-theoretic foundations of approximate co...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2022 - 2024
    • •
  • 8 778 tis. Kč
    • •
  • 8 187 tis. Kč
    • •
  • GA ČR
Project

Prediction of sensory stability of beer by infrared spectroscopy and artificial intelligence (FW03010440)

and artificial intelligence through deep neural networks. The partial goal of the project is creation of a functional convolutional neural network, by self-supervised approach as a base for successive

Analytical chemistry

  • 2021 - 2024
    • •
  • 8 000 tis. Kč
    • •
  • 2 791 tis. Kč
    • •
  • TA ČR
Project

Utilization of artificial intelligence for prediction of available and cloud in METEOPRESS, spol. s r.o. (EG19_262/0019966)

LTSM ConvN, which is the most modern form of convolutional neural network. will be able to use a neural network to predict rain or cloud movement for 60 to 180......

Automation and control systems

  • 2021 - 2023
    • •
  • 4 900 tis. Kč
    • •
  • 0 tis. Kč
    • •
  • MPO
Project

Development of a Crop Digital Twin Knowledge Base for Effective Artificial Intelligence Learning (FW09020097)

, it is software with elements of artificial intelligence (convolutional neural networks...

Agronomy, plant breeding and plant protection; (Agricultural biotechnology to be 4.4)

  • 2023 - 2025
    • •
  • 15 062 tis. Kč
    • •
  • 11 175 tis. Kč
    • •
  • TA ČR
Project

Hybrid neural network architectures for image recognition (GA24-10069S)

Current convolutional networks work with inefficient pixel-wise image network architectures that use both pixel-level and newly developed high-level by deep learning on the pixel-level part of the network. We suppo...

Robotics and automatic control

  • 2024 - 2026
    • •
  • 9 266 tis. Kč
    • •
  • 9 266 tis. Kč
    • •
  • GA ČR
Project

Fully Trainable Deep Neural Network Based Czech Text-to-Speech Synthesis (GA19-19324S)

The project aims at basic research into speech synthesis. Its main goal is to propose a unified fully trainable statistical framework for generating high-quality speech from text, with the focus on the Czech language. The main focus will be given on ...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2019 - 2022
    • •
  • 6 037 tis. Kč
    • •
  • 5 698 tis. Kč
    • •
  • GA ČR
Project

Learning Synchronization Patterns in Multivariate Neural Signals for Prediction of Response to Antidepressants (GF21-14727K)

The concept of synchronization of nonlinear dynamical systems will serve as basis for development of mathematical methods and computer algorithms for detection and characterization of interactions and dependence in multivariate nonlinear time series....

Neurosciences (including psychophysiology)

  • 2021 - 2024
    • •
  • 9 666 tis. Kč
    • •
  • 9 022 tis. Kč
    • •
  • GA ČR
Project

Imitation learning supported by language for industrial robotics (TJ01000470)

Development of software and new manufacturing processes for teaching industrial robots by imitation learning. The main aim of the project is to enable robot to fulfill the given task based on observing demonstrator and mimicking the human worker who...

JD - Využití počítačů, robotika a její aplikace

  • 2017 - 2019
    • •
  • 2 966 tis. Kč
    • •
  • 2 519 tis. Kč
    • •
  • TA ČR
Project

Advanced content extraction and recognition for printed and handwritten documents for better accessibility and usability (DG18P02OVV055)

The project aims to create technology and tools which would improve accessibility of digitized historic documents. These tools, based on state of the art methods from computer vision, machine learning and language modeling, will enable existing digit...

Arts, Art history

  • 2018 - 2022
    • •
  • 25 205 tis. Kč
    • •
  • 25 205 tis. Kč
    • •
  • MK
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