GWDG – IT in der Wissenschaft
Alexander Goldmann The GWDG offers data scientists various services and training courses to support them in their work throughout their entire workflow. As the success of a machine learning project often depends on the available computing resources, the working group „Computing“ operates various HPC systems with suitable accelerators to train deep learning models. This article explains model … Weiterlesen
The GWDG offers data scientists various services and training courses to support them in their work throughout their entire workflow. As the success of a machine learning project often depends on the available computing resources, the working group „Computing“ operates various HPC systems with suitable accelerators to train deep learning models. This article explains model … Weiterlesen
As part of the BMBF founded project FORESTCARE we have developed SynForest, an application that generates high-quality point cloud datasets of synthetic forests. For this purpose, we aimed to produce realistic patterns by combining forest growth simulation tools such as ForestFactory2 with tree shape modeling based on real data from existing databases such as PyTreeDB3. … Weiterlesen
As part of the BMBF founded project FORESTCARE we have developed SynForest, an application that generates high-quality point cloud datasets of synthetic forests. For this purpose, we aimed to produce realistic patterns by combining forest growth simulation tools such as ForestFactory2 with tree shape modeling based on real data from existing databases such as PyTreeDB3. … Weiterlesen
There are many python packages that are tightly integrated with Dask which enables parallel data processing. For instance, consider xarray package. This package is used to read datasets in netcdf, hdf5, zarr file formats. Dask comes in play when data is read from multile files where each file is treated as a chunk or by … Weiterlesen
There are many python packages that are tightly integrated with Dask which enables parallel data processing. For instance, consider xarray package. This package is used to read datasets in netcdf, hdf5, zarr file formats. Dask comes in play when data is read from multile files where each file is treated as a chunk or by … Weiterlesen