https://github.com/simbleau/terrain-modeling
An compression experiment in Deep Learning by predicting terrain height from terrain data
https://github.com/simbleau/terrain-modeling
Last synced: 10 months ago
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An compression experiment in Deep Learning by predicting terrain height from terrain data
- Host: GitHub
- URL: https://github.com/simbleau/terrain-modeling
- Owner: simbleau
- Created: 2021-09-01T20:40:01.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2021-09-20T00:10:28.000Z (almost 5 years ago)
- Last Synced: 2025-04-06T08:19:13.679Z (about 1 year ago)
- Language: Python
- Homepage:
- Size: 4.86 MB
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Terrain Modeling
Terrain Modeling Repo for CS 5440
# Meeting Room
Team meeting room is **202-C**.
# (Orange) Team Members
- Imbleau, Spencer
- Sterckx, Matt
- Issa, Abdel
- Villemagne, Jacob
- Patterson, Luke
- Pobrica, Andrew
# Tools, IDEs, Environments
- Python 3.7+
- Anaconda 3 - [Install](https://docs.anaconda.com/anaconda/install/)
- PyCharm Community Edition - [Install](https://www.jetbrains.com/pycharm/download/)
# Viewing Data
- Spencer made a viewer script to preview a TIFF file. \
Usage: `python3 data_viewer.py ` \
Example: `python3 data_viewer.py data/Appalachian_State_0.1deg.tiff`
# Submitting models
- For fastest testing, lower the epochs and increase the batch size.
- If the conda environment has never been created: ` conda env create -f cs5440.yml`
- Activating the conda environment: `conda activate cs5440`
- Program run: `conda python3 terrain_modeling.py`
- Zipping the artifacts for submission: `zip -r submission.zip output/`
# Getting Started
- Nothing to report yet.