dataset_tools
A tool set to work with our Stratosphere Laboratory cybersecurity datasets.
open_clip_with_biomedica
Custom Open CLIP repo to train biomedical CLIP models
https://github.com/paganini2008/vortex-tsdb
Vortex is a cutting-edge time series database (TSDB) framework designed for precision, scalability, and real-time data analytics. Built on Spring Cloud, it supports fine-grained data storage with a 1-minute resolution
developmentaldemo
Tutorial for developmental data with spectral parameterization.
deep_residual_voxel_autoencoder
In the domain of computer vision, deep residual neural networks like EfficientNet have set new standards in terms of robustness and accuracy. In this work, we present a deep residual 3D autoencoder based on the EfficientNet architecture for transfer learning. For this purpose, we adopted EfficientNet to 3D problems like voxel models derived from a STEP file.
sfa
The Sap Flow Analyzer (SFA) is an R Shiny App to process sap flow data recorded with Heat Field Deformation (HFD) instruments. The app allows to clean the data, determine k-values, calculate sap flow per section and density as well as to estimate sap flow rates and tree water use.
https://github.com/aabs/actorsrcgen
ActorSrcGen is a C# Source Generator allowing the conversion of simple C# classes into dataflow compatible pipelines supporting the actor model.
automatic_discard_registration
Automatic discard registration in cluttered environments using deep learning and object tracking: class imbalance, occlusion, and a comparison to human review
