Metadata-Version: 2.1
Name: greenlab-library
Version: 0.1.4.7
Summary: HungLV package
Home-page: https://gitlab.com/greenlabs/greenlab_libraries
Author: Hung LV
Author-email: hunglv@greenglobal.vn
License: MIT
Description: # [GreenLab] - Libraries 
        
        ## 1. Description
        
        This library is built for specific tasks
        
        * **Face Recognition Project**
          * Face Detection
          * Extract Face Embedding
          * Search Face in database
        * **License Plate Recognition Project**
        * **Crowd Counting Project**
          * Density Map-based method
          * Person Detection-based method
        * **Imutils** 
          * Modify the source code of https://github.com/jrosebr1/imutils for our purpose
        
        **Documentation**: https://leviethung2103.github.io/
        
        **Pypi Project**: https://pypi.org/project/greenlab-library/
        
        ## 2. Table of Contents
        
        * Setup guide
        * Usage
        * Examples
        * APIs
        * References
        
        ## 3. Setup guide
        
        ### 3.1 System requirements
        
        * Python>=3.6
        * CUDA==10.1
        * Tensorflow-GPU>=2.1.0
        * Keras==2.3.1
        
        ### 3.2 Installation
        
        Create a new virtual environment, you can choose `virtualenv` or `anaconda`. 
        
        **Virtualenv** 
        
        ```
        python3 -m venv venv
        source venv/bin/activate
        ```
        
        **Anaconda**
        
        ```
        # create environment 
        conda create --name face_recog_test python=3.7
        conda activate face_recog_test
        ```
        
        **Install packages and dependencies**
        
        ```
        # install dependencies for cpu 
        pip install -r configs/requirements/cpu_base.txt
        # or install dependencies for gpu 
        pip install -r configs/requirements/gpu_base.txt
        
        # install face recognition library
        pip install --upgrade greenlab-library
        ```
        
        ## 4. Usage
        
        ### 4.1 Face Recognition Library
        
        **Documentation**: https://leviethung2103.github.io/pkg/face_recognition.html
        
        **Getting started code:** https://github.com/leviethung2103/face-recognition-baseline
        
        ### 4.2 License Plate Library
        
        **Documentation**: https://leviethung2103.github.io/pkg/license_recog.html
        
        **Getting started code:** https://github.com/leviethung2103/license-plate-baseline
        
        ### 4.3 Crowd Counting Library
        **Documentation**: 
        **Getting started code:** https://gitlab.com/greenlabs/crowdcounting
        
        
        ## 5. APIs
        
        ## 6. References
        
        [1. RetinaFaceModel](https://github.com/deepinsight/insightface/tree/master/RetinaFace)
        
        ## 7. Maintainers
        
        **Author:** Hung Le Viet
        
        **Last Update:** July 20, 2020
        
        ## Updates
        
        * `[Jul 9]` Initial version `0.1.1`
        * `[Jul 13]` Make the models can run on GPU/CPU. Integrated `rcnn` library. 
        * `[Jul 20]` Version `0.1.3`: Update crowd counting into library. Restructure for requirements file.
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
