Metadata-Version: 2.4
Name: vsensebox-ultralytics
Version: 8.3.196
Summary: Ultralytics YOLO for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification.
Home-page: https://github.com/numediart/ultralytics-for-vsensebox
License: AGPL-3.0
Project-URL: Bug Reports, https://github.com/numediart/ultralytics-for-vsensebox/issues
Project-URL: Source, https://github.com/numediart/ultralytics-for-vsensebox
Keywords: machine-learning,deep-learning,computer-vision,ML,DL,AI,YOLO,YOLOv3,YOLOv5,YOLOv8,YOLOv9,YOLOv10,YOLO11,HUB,Ultralytics
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Image Recognition
Classifier: Operating System :: POSIX :: Linux
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
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Description-Content-Type: text/markdown
License-File: LICENSE
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Requires-Dist: psutil
Requires-Dist: polars
Requires-Dist: ultralytics-thop>=2.0.0
Requires-Dist: hub-sdk>=0.0.12
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[![Test Build](https://github.com/numediart/ultralytics-for-vsensebox/actions/workflows/test_build.yaml/badge.svg)](https://github.com/numediart/ultralytics-for-vsensebox/actions/workflows/test_build.yaml) [![PyPI](https://github.com/numediart/ultralytics-for-vsensebox/actions/workflows/publish.yaml/badge.svg)](https://github.com/numediart/ultralytics-for-vsensebox/actions/workflows/publish.yaml)

# Customized Ultralytics for VSenseBox

* Updated: **September 8, 2025**
* Synced with: v8.3.196 -> [[aeeb3ec]](https://github.com/ultralytics/ultralytics/commit/aeeb3ecaebd65c984d0d89154e054ea130191ec9)
* All credit and info -> [[Original Ultralytics repo]](https://github.com/ultralytics/ultralytics)
* Customized for [`VSenseBox`](https://github.com/numediart/vsensebox):
    - Enable OpenCV multithreading
    - Remove restrictions on customized OpenCV
    - Disable dependency auto-install
    - Disable auto update

## Installation

* Install from [PyPI](https://pypi.org/project/vsensebox-ultralytics/):
    ```
    pip install vsensebox-ultralytics
    ``` 
* Or install from GitHub directly:
    ```
    pip install git+https://github.com/numediart/ultralytics-for-vsensebox.git
    ```
* Or build from source:

    <details><summary><ins>Click here to expand!</ins></summary>
    
    ```
    git clone https://github.com/numediart/ultralytics-for-vsensebox.git
    cd ultralytics-for-vsensebox
    python -m pip install --upgrade pip
    python -m pip install -U pip setuptools
    pip install wheel build
    python -m build --wheel --skip-dependency-check --no-isolatio
    cd dist
    ```
    
    </details>
