treepoints 0.1.5

A Python library with a TensorFlow model for building a tree database from remote sensing data.

treePoints

A python package to build a tree database from remote sensing data.

Table of Contents

• Installation
• Demo Usage
• Features
• Acknowledgements

Installation

To install the package, follow instructions below.

Step 1: Create a Specific Conda Environment

1. First, ensure that Conda is installed on your system.
2. Download the required conda environment file environment.yml from this GitHub repository.
3. Create the Conda environment using the environment.yml file:

conda env create -f environment.yml

Step 2: Activate the Conda Environment

After creating the Conda environment, activate it using the following command:

conda activate tf2151full_treepoints

Step 3: Install the Package

Option 1: Install the Package from PyPI

• ( install the package directly, see deployment structure in test_example/ )

pip install treepoints

Option 2: Install the Package from a cloned repository:

• ( clone to run demo test examples )

git clone https://github.com/sizhuoli/treePoints.git
cd treePoints
pip install .

Demo Usage

See repository.

python test_example/demo_predict.py

Set configs in test_example/config/hyperps.yaml

Features

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Acknowledgements

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