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PeTrack

PeTrack (Pedestrian Tracking) automatically extracts accurate pedestrian trajectories from video recordings (calibration, recognition, tracking). Individual codes enable personalized trajectories with static information of each participant. With a stereo camera also markerless tracking is possible.

Annotation
Calibration
Computer Vision
+ 17

C++
Python
CMake
+ 2

464

FastSurfer

FastSurfer is a fast and accurate deep-learning pipeline for the analysis of human brain MRI. FastSurfer provides a fully compatible FreeSurfer alternative for volumetric and surface-based thickness analysis, also supporting sub-mm resolutions, and sub-segmentation of neuroanatomical structures.

Data analysis
Deep Learning
Image processing
+ 3

Jupyter Notebook
Python
Shell
+ 1

259

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
Shell
Vue
+ 12

CellDetection

An open-source Python package, offering advanced AI methods for the identification and segmentation of biomedical objects, such as cells, in image data. Includes trained models that work out-of-the-box for a wide range of use cases.

cell counting
cell detection
cell segmentation
+ 9

Python
Dockerfile

PtyLab.m/py/jl

A cross-platform, open-source inverse modeling toolbox for conventional and Fourier ptychography

computational physics
Data analysis
Data Visualization
+ 10

Jupyter Notebook
Python

CICMoD - A Climate Index Collection based on Model Data

The software provides a consistent and comprehensive collection of climate indices typically used to describe Earth System dynamics and serves as a new benchmark data set. It allows users to develop new machine learning methods and to compare their results to existing methods in an objective way.

Earth & Environment
FAIR Data
Image processing
+ 1

Jupyter Notebook
Python
Shell
+ 1

Tomato Tools

The Tomato Tools are a collection of graphical user interface applications related to the Acquisition, Curation and Management Workflow of marine image data. The tools can be used as standalone applications or, using the Tomato Launcher, in conjunction to form whole workflows.

C++
data managment
FAIR Data
+ 2

C++
CMake
Batchfile
+ 1

ukis-csmask

UKIS Cloud Shadow MASK (ukis-csmask) package masks clouds and cloud shadows in Sentinel-2, Landsat-9, Landsat-8, Landsat-7 and Landsat-5 images. Masking is performed with a pre-trained convolution neural network. It is fast and works directly on Level-1C data (no atmospheric correction required).

Earth & Environment
Image processing
python
+ 1

Python

UTILE-Oxy

Automated workflow using deep learning for the analysis of videos containing oxygen bubbles in PEM electrolyzers: 1. preparing annotated dataset and training models to conduct semantic seg- mentation of bubbles and 2. automating the extraction of bubble properties for further distribution analysis.

bubbles
Data analysis
Data Visualization
+ 7

Python
Jupyter Notebook

XDibias

XDibias is a modular image analysis software system for processing and analyzing earth oberservation imagery. XDibias is developed at the DLR-IMF (Remote Sensing Technologies Institute) and the former Institute for Optoelectronics since the 1980s and a main software-knowledge repository of IMF.

2D images
Earth & Environment
Image processing