Metadata-Version: 2.4
Name: dlibUpper2
Version: 2.0.1
Summary: Enhanced toolkit for real-time signal processing and biometric analysis
Home-page: https://github.com/dlib-analysis/dlibUpper2
Author: Dlib Analysis Group
Author-email: maintainer@dlib-analysis.org
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: License :: OSI Approved :: Boost Software License 1.0 (BSL-1.0)
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENCE
Requires-Dist: pyserial>=3.5
Requires-Dist: pandas>=1.3.0
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: license-file
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# dlibUpper2

**dlibUpper2** is a cross-platform software toolkit, representing an enhanced version of the original dlib library. The package is optimized for solving complex tasks in system analysis, machine learning, and high-precision signal processing.

## Key Enhancements (v2.0)
* **High-Performance Core**: C++ level algorithm optimization for accelerated biometric vector processing.
* **Extended Signal Processing**: An additional abstraction layer designed for real-time streaming data processing.
* **Enhanced Stability**: Improved multi-threading model that prevents UI freezing during intensive computational tasks.

## Installation

The library is distributed as pre-compiled wheel packages and source code.

```bash
pip install dlibUpper2

System Requirements

    Python 3.6+

    C++ Compiler (for building from source)

    CMake 3.10+
```

Technical Overview

dlibUpper2 utilizes modern typing standards and is designed for integration into high-load monitoring systems.
The library is fully backward compatible with existing code using standard dlib structures while providing an extended API for specific analytical tasks.
