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Kit4DL: A quick way to start with machine and deep learning

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 12 Aug 2023 English Publisher:opengeokube
Authors: Walczak, Jakub; Mancini, Marco; Stojiljković, Mirko; Alvi, Shahbaz;

doi: 10.5281/zenodo.10149182 , 10.5281/zenodo.8302397 , 10.5281/zenodo.8241375 , 10.5281/zenodo.8385355 , 10.5281/zenodo.8241376 , 10.5281/zenodo.8328176

Kit4DL: A quick way to start with machine and deep learning

Abstract

Funding: This dataset is the result of the research project "Semantic analysis of 3D point clouds", co-funded by the Polish National Center for Research and Development under the LIDER XI program [grant number 0092/L-11/2019].

Kit4DL is a Python-based framework for quick deep-learning prototyping and development. It uses PyTorch Lightning backend and TOML configuration file to accelerate the process of creating and verifying neural networks.

Available in GitHub: https://github.com/opengeokube/kit4dl

Related Organizations
Keywords

framework, deep learning, training pipeline

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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impulse
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