4D Image-based Continuos monitoring of glaciers' Evolution with low-cost stereo-cameras and Deep Learning photogrammetry.
ICEpy4D is a under active development.
- 64-bit Python
>= 3.8but< 3.10 - a NVIDIA graphic card with CUDA capability is strongly reccomended.
Create a new Anaconda environment
conda create -n icepy4d python=3.9
conda activate icepy4dInstall Icepy4D from PyPi repository
pip install icepy4dor install it from source by cloning the repository and installing it with pip
git clone https://github.com/franioli/icepy4d.git
cd icepy4d
pip install -e .In case of any error when installing ICEpy4D from PyPi, try to install it from source.
Install Metashape Python API for Bundle Adjustment and Dense reconstruction.
Metashape Python API can be downloaded from https://www.agisoft.com/downloads/installer/ or use wget (under Linux).
wget https://s3-eu-west-1.amazonaws.com/download.agisoft.com/Metashape-1.8.5-cp35.cp36.cp37.cp38-abi3-linux_x86_64.whl
pip install Metashape-1.8.5-cp35.cp36.cp37.cp38-abi3-linux_x86_64.whlYou need to have a valid Metashape license to use the API and you need to activate it (see https://github.com/franioli/metashape for how to do it)
Try to import ICEpy4D package
conda activate icepy4d
python -c "import icepy4d"If no error is given, ICEpy4D is successfully installed and it can be imported within your script with import icepy4d
Install additional requirements for development:
pip install -r requirements-dev.txt
pre-commit install