franioli/icepy4d
ICEpy4D is a multi-purpose Python package for 4D Image-based Continuos monitoring of glaciers' Evolution with deep learning SfM and low-cost stereo-cameras
This tool helps glaciologists and researchers continuously monitor glacier changes over time using images from affordable stereo-cameras. You provide a series of photographs taken from multiple angles, and it produces detailed 3D models showing the glacier's evolution. It's designed for scientists studying the dynamics of glaciers and similar icy environments.
No commits in the last 6 months. Available on PyPI.
Use this if you need to analyze the specific methodology for 4D short-term glacier dynamics monitoring as described in the associated scientific paper.
Not ideal if you are starting a new project and need an actively maintained, comprehensive solution for multi-view image matching and 3D reconstruction, as a more advanced alternative is recommended.
Stars
25
Forks
5
Language
Jupyter Notebook
License
BSD-3-Clause
Category
Last pushed
Mar 07, 2024
Commits (30d)
0
Dependencies
16
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