Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments

1 code implementation • 10 Dec 2019 • Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll

To this end, a lightweight network architecture is introduced and mean teacher, virtual adversarial training and pseudo-labeling algorithms are evaluated on 2D-pose estimation for surgical instruments.

2D Pose Estimation Deep Attention +1