HIFIS Software Spotlights

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Logo for Medical Imaging Interaction Toolkit (MITK)

Medical Imaging Interaction Toolkit (MITK)

A free and open-source software for the development of interactive medical image processing applications. MITK provides a powerful and free application called the MITK Workbench, which allows users to view, process, and segment medical images.

  • Artificial Intelligence
  • C++
  • Data Visualization
  • + 7
  • C++
  • CMake
  • C
  • + 8
5
42
Logo for DL4PuDe

DL4PuDe

DL4PuDe is an AI-based framework that automatically detects pushing behavior in crowd videos, leading to a better understanding of pushing dynamics. This knowledge is crucial for better crowd management strategies and better design of public places, making public places more comfortable and safer.

  • Artificial Intelligence
  • Crowd Management
  • Deep Learning
  • + 3
  • Jupyter Notebook
  • Python
  • Cuda
  • + 2
3
9
Logo for BioAutoML - Democratizing Machine Learning in Life Sciences

BioAutoML - Democratizing Machine Learning in Life Sciences

BioAutoML automatically runs an end-to-end ML pipeline that can be effectively employed by non-experts. BioAutoML does not require specialized human assistance, i.e., it only needs a training dataset of biological sequences (FASTA files) to perform an end-to-end ML experiment.

  • Artificial Intelligence
  • Big data
  • BioAutoML
  • + 3
  • Jupyter Notebook
  • Python
7
5
Logo for AI4HPC

AI4HPC

AI4HPC, part of CoE RAISE, is an open-source library to train AI models with CFD datasets on HPC systems. AI4HPC also includes a benchmarking suite to test the limits of any system with CPUs and GPUs towards Exascale and a HyperParameter Optimization (HPO) suite for scalable HPO tasks.

  • Artificial Intelligence
  • Computational Fluid Dynamics
  • CPU
  • + 4
    4
    0