All software
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
EuLerian Identification of ascending AirStreams - ELIAS 2.0
The ELIAS 2.0 software allows the identification of the footprints of rapidly ascending air streams in the atmosphere at substantially reduced computational costs compared to a conventional trajectory approach.
- Atmospheric science
- Earth & Environment
- Machine learning
- + 1
- Python
- Jupyter Notebook
HELIPORT
The guidance system HELIPORT aims to make the entire life cycle of a scientific project according to the FAIR principles. In particular, our data management solution deals with the areas from the generation of the data to the publication of primary research data, the workflows and results.
- data managment
- Earth & Environment
- Energy
- + 10
- Python
- HTML
- JavaScript
- + 2
Kaapana
Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging.
- data managment
- Federated Learning
- Image processing
- + 2
- Python
- Vue
- Shell
- + 14
AutoPV
Automated photovoltaic forecasts with limited information using an ensemble of pre-trained models.
- Energy
- Ensemble
- ESD
- + 4
- Python
deus
Damage and Exposure Update Service
- Earth & Environment
- Geohazards
- Python
- Shell
- Dockerfile
FairMQ
FairMQ is designed to help implement large-scale data processing workflows needed in next-generation particle physics experiments.
- framework
- Matter
- workflow library
- C++
- CMake
- C
- + 2
FAME
FAME is the open Framework for distributed Agent-based Modelling of Energy systems. Its purpose is supporting the rapid development and fast execution of complex agent-based energy system simulations.
- Agent-based Model
- framework
- Java
- + 2
- Python
- BibTeX
GasNetSim
GasNetSim is a simulation package designed for gas network steady-state simulation. It supports the steady-state natural gas network simulations with different gas mixture compositions, thus enabling accurate analysis of the impacts of hydrogen injection on the gas network.
- Energy
- ESD
- ESD - Topic 2
- + 1
- Jupyter Notebook
- Python
HeatNetSim
HeatNetSim is a simulation package designed for the simulation of unidirectional and bidirectional networks such as fifth generation thermal networks. It can be used for both steady-state simulations and additionally enables a dynamic temperature calculation.
- Energy
- ESD
- ESD - Topic 2
- + 1
- Python
SARvey - survey with SAR
Open-source InSAR time series analysis software developed within the project SAR4Infra. SARvey aims to analyze InSAR displacement time series for engineering applications.
- displacement
- engineering
- InSAR
- + 6
- Python
- Makefile
- Shell
AutoGaitA
AutoGaitA simplifies, accelerates, and standardises gait analyses after body posture tracking with deep learning algorithms in Python.
- biology
- Gait
- Locomotion
- + 3
- Python