1.1.2

• YOLOv4 -> YOLOv7-tiny
• Fine-tuned HeadPose model of masked face to improve frontal 90° detection accuracy.
  dmhead_mask_Nx3x224x224.onnx
• It has a better MAE than 6DRepNet's official fine tuning model.

  • 6DRepNet official fine tuning

    Yaw	Pitch	Roll	MAE
    3.6266	4.9066	3.3734	3.9688

  • Mine

    Yaw	Pitch	Roll	MAE
    3.3193	4.9063	3.3687	3.8648

1.1.1

• Fine-tuned HeadPose model of masked face to improve frontal 75° detection accuracy. dmhead_mask_Nx3x224x224.onnx

• It has a better MAE than 6DRepNet's official fine tuning model, with slightly worse Pitch and Roll.

  • Before

    Yaw	Pitch	Roll	MAE
    3.61	5.58	3.84	4.34

  • After

    Yaw	Pitch	Roll	MAE
    3.33	5.00	3.53	3.95

• Official

  Yaw	Pitch	Roll	MAE
  3.63	4.91	3.37	3.97

1.1.0

• SynergyNet Fusion
• 6DRepNet Fusion

1.0.0

• Initial release