Metadata-Version: 2.1
Name: object-detection-metrics
Version: 0.1
Summary: Object Detection Metrics
Home-page: https://github.com/yfpeng/object_detection_metrics
Author: Yifan Peng
Author-email: yip4002@med.cornell.edu
License: BSD 3-Clause License
Description: This project was forked from `rafaelpadilla/Object-Detection-Metrics <https://github.com/rafaelpadilla/Object-Detection-Metrics>`_.
        
        Getting started
        ===============
        
        Installing `object_detection_metrics`
        
        .. code:: bash
        
            $ pip install object_detection_metrics
        
        .. code:: python
        
            from podm.podm import get_pascal_voc_metrics
        
            gt_BoundingBoxes = ... # type: List[BoundingBox]
            pd_BoundingBoxes = ... # type: List[BoundingBox]
            results = get_pascal_voc_metrics(gt_BoundingBoxes, pd_BoundingBoxes, .5)
        
        
        Implemented metrics
        ===================
        
        `Tutorial <https://medium.com/@jonathan_hui/map-mean-average-precision-for-object-detection-45c121a31173>`_.
        
        - Intersection Over Union (IOU)
        - TP and FP
            - True Positive (TP): IOU ≥ *IOU threshold* (default: 0.5)
            - False Positive (FP): IOU < *IOU threshold* (default: 0.5)
        - Precision and Recall
        - Average Precision
            - 11-point AP
            - all-point AP
        
        
Keywords: object detection metrics
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: MacOS
Classifier: Operating System :: POSIX
Classifier: Operating System :: POSIX :: Linux
Classifier: Operating System :: Microsoft :: Windows
Classifier: Programming Language :: Python
Classifier: Topic :: Text Processing :: Markup :: XML
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
Requires-Python: >=3.6
Description-Content-Type: text/x-rst
