Bio-Volumentations
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F25%3A00142429" target="_blank" >RIV/00216224:14330/25:00142429 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1016/j.softx.2025.102151" target="_blank" >https://doi.org/10.1016/j.softx.2025.102151</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Bio-Volumentations
Original language description
Bio-Volumentations is an image augmentation and preprocessing package for 3D (volumetric), 4D (time-lapse volumetric or multi-channel volumetric), and 5D (time-lapse multi-channel volumetric) biomedical images and their annotations. It is a handy tool for image manipulation in machine learning applications. The library can transform 3D to 5D images with image-based and point-based annotations, gives you fine-grained control over the transformation pipelines, and can be used with any major Python deep learning library (including PyTorch, PyTorch Lightning, TensorFlow, and Keras) in a wide range of applications including classification, object detection, semantic & instance segmentation, and object tracking.
Czech name
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Czech description
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Classification
Type
R - Software
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Internal product ID
1.3.2
Technical parameters
Veřejně dostupný open-source software vydaný pod MIT License
Economical parameters
Negeneruje žádný příjem
Owner IČO
00216224
Owner name
Masarykova univerzita