# DetectHumanPose #

**MRE Plugin Class**
- Featurer

**Description**:

This plugin classifier pose keypoints into predefined classes.

**Use Cases**:
- Trick shot detection (behind the back tennis shot)
- Player excitement (hands up in the air)
- Thrilling action of a soccer goalie blocking a shot flying in the air
- Tennis player serving pose

**Dependencies**:
- MRE Helper libraries
- Scipy
- OpenCV

**ML Model dependencies**:
- PoseClassificationModel

**Other plugin dependencies**:
- DetectPoseKeypoints

**Parameter inputs**:
- minimum_confidence >> minimum confidence for classification
- KeypointList >> list of keypoints will be used for the classification


**Output attributes**:
- Label >> Name of the feature be detected in this plugin
- PoseDetection >> detected pose class

**IAM permissions (least privilege)**:
- S3