1.2 KiB
gevi
Main files:
Anime.py : Is a class used for displaying 2d Movies from a 3D Matrix.
ImageAlignment.py: Is a class used for aligning two images (move and rotate as well as an unused scale option). This source code is based on https://github.com/matejak/imreg_dft . Is was ported to PyTorch such it can run in GPUs.
DataContailer.py: Main class for data pre-processing of the gevi raw data.
TODO / Known problems
Support for several part files was included but, due to missing data with several part files, never tested.
Installation
The code was tested on a Python 3.11.2 (Linux) with the following pip packages installed:
numpy scipy pandas flake8 pep8-naming black matplotlib seaborn ipython jupyterlab mypy dataclasses-json dataconf mat73 ipympl torch torchtext pywavelets scikit-image opencv-python scikit-learn tensorflow_datasets tensorboard tqdm argh sympy jsmin pybind11 pybind11-stubgen pigar asciichartpy torchvision torchaudio tensorflow natsort roipoly
Not all packages are necessary (probably these are enougth: torch torchaudio torchvision roipoly natsort numpy matplotlib) but this is our default in-house installation plus roipoly.
We used a RTX 3090 as test GPU.