# treePoints
A python package to build a tree database from remote sensing data.
![Build Status](https://img.shields.io/badge/build-passing-green)
![Python Version](https://img.shields.io/badge/python-3.11-blue)
![License](https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg)
![PyPI version](https://img.shields.io/pypi/v/treepoints)
## Table of Contents
- [Installation](#installation)
- [Demo Usage](#demo-usage)
- [Features](#features)
- [Acknowledgements](#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](https://github.com/sizhuoli/treePoints).
3. Create the Conda environment using the `environment.yml` file:
```bash
conda env create -f environment.yml
```
### Step 2: Activate the Conda Environment
After creating the Conda environment, activate it using the following command:
```bash
conda activate tf2151full_treepoints
```
### Step 3: Install the Package
#### Option 1: Install the Package from PyPI
* ( install the package directly, see deployment structure in [repository](https://github.com/sizhuoli/treePoints))
```
pip install treepoints
```
#### Option 2: Install the Package from a cloned [repository](https://github.com/sizhuoli/treePoints):
* ( clone to run demo test examples )
```bash
git clone https://github.com/sizhuoli/treePoints.git
cd treePoints
pip install .
```
## Demo Usage
See [repository](https://github.com/sizhuoli/treePoints).
```bash
python test_example/demo_predict.py
```
Set configs in test_example/config/hyperps.yaml
## Features
..
## Acknowledgements
..
Raw data
{
"_id": null,
"home_page": "https://github.com/sizhuoli/treePoints",
"name": "treepoints",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.11",
"maintainer_email": null,
"keywords": "tree detection, remote sensing, deep learning",
"author": "Sizhuo Li",
"author_email": "sizli@ign.ku.dk",
"download_url": "https://files.pythonhosted.org/packages/eb/8c/7a1089db4fc6ed405f6bc6de972704dd7d4b32cf59a635f963a651536f84/treepoints-0.1.8.tar.gz",
"platform": null,
"description": "# treePoints\n\nA python package to build a tree database from remote sensing data.\n\n\n![Build Status](https://img.shields.io/badge/build-passing-green)\n![Python Version](https://img.shields.io/badge/python-3.11-blue)\n![License](https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg)\n![PyPI version](https://img.shields.io/pypi/v/treepoints)\n\n\n## Table of Contents\n\n- [Installation](#installation)\n- [Demo Usage](#demo-usage)\n- [Features](#features)\n- [Acknowledgements](#acknowledgements)\n\n\n## Installation\n\nTo install the package, follow instructions below.\n\n### Step 1: Create a Specific Conda Environment\n\n1. First, ensure that Conda is installed on your system.\n2. Download the required conda environment file `environment.yml` from this GitHub [repository](https://github.com/sizhuoli/treePoints).\n3. Create the Conda environment using the `environment.yml` file:\n\n```bash\nconda env create -f environment.yml\n```\n\n### Step 2: Activate the Conda Environment\n\nAfter creating the Conda environment, activate it using the following command:\n\n```bash\nconda activate tf2151full_treepoints\n```\n\n### Step 3: Install the Package\n\n#### Option 1: Install the Package from PyPI\n\n* ( install the package directly, see deployment structure in [repository](https://github.com/sizhuoli/treePoints))\n\n```\npip install treepoints\n```\n\n#### Option 2: Install the Package from a cloned [repository](https://github.com/sizhuoli/treePoints):\n\n* ( clone to run demo test examples )\n\n```bash\ngit clone https://github.com/sizhuoli/treePoints.git\ncd treePoints\npip install .\n```\n\n\n## Demo Usage\n\nSee [repository](https://github.com/sizhuoli/treePoints).\n\n```bash\npython test_example/demo_predict.py\n```\n\nSet configs in test_example/config/hyperps.yaml\n\n\n## Features\n..\n\n## Acknowledgements\n..\n",
"bugtrack_url": null,
"license": "CC BY-NC-SA 4.0",
"summary": "A Python library with a TensorFlow model for building a tree database from remote sensing data.",
"version": "0.1.8",
"project_urls": {
"Homepage": "https://github.com/sizhuoli/treePoints",
"Source": "https://github.com/sizhuoli/treePoints"
},
"split_keywords": [
"tree detection",
" remote sensing",
" deep learning"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "d03c177f97838b58d5a18c31d5b47cd682db0c4e88963888926668083e2ed199",
"md5": "3a24296b1802fcfd7bba0f4c1fe09b8c",
"sha256": "e8645912be04ea93aed57825afa91924417f7914c06475cce9de8ea4da4b43fe"
},
"downloads": -1,
"filename": "treepoints-0.1.8-py3-none-any.whl",
"has_sig": false,
"md5_digest": "3a24296b1802fcfd7bba0f4c1fe09b8c",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.11",
"size": 8699,
"upload_time": "2025-01-17T17:08:41",
"upload_time_iso_8601": "2025-01-17T17:08:41.110907Z",
"url": "https://files.pythonhosted.org/packages/d0/3c/177f97838b58d5a18c31d5b47cd682db0c4e88963888926668083e2ed199/treepoints-0.1.8-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "eb8c7a1089db4fc6ed405f6bc6de972704dd7d4b32cf59a635f963a651536f84",
"md5": "ace19b3ee54d0826823dd00471ed31d6",
"sha256": "89eb6c4852e7b28a41af109a08bdae62609ff13f71c96419cd706de8f6608743"
},
"downloads": -1,
"filename": "treepoints-0.1.8.tar.gz",
"has_sig": false,
"md5_digest": "ace19b3ee54d0826823dd00471ed31d6",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.11",
"size": 8719,
"upload_time": "2025-01-17T17:08:42",
"upload_time_iso_8601": "2025-01-17T17:08:42.195418Z",
"url": "https://files.pythonhosted.org/packages/eb/8c/7a1089db4fc6ed405f6bc6de972704dd7d4b32cf59a635f963a651536f84/treepoints-0.1.8.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2025-01-17 17:08:42",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "sizhuoli",
"github_project": "treePoints",
"travis_ci": false,
"coveralls": false,
"github_actions": false,
"requirements": [],
"lcname": "treepoints"
}