CAMMA-public / cholect45 Star 35 Code Issues Pull requests Laparoscopic video dataset for surgical action triplet recognition python tensorflow python3 pytorch dataset action-recognition tensorflow2 laparoscopy endoscopic-images cholect45 cholect50 action-triplet cholect40 Updated Feb 8, 2023 Python
CAMMA-public / rendezvous Star 18 Code Issues Pull requests A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos. python deep-learning tensorflow python3 pytorch transformer attention-mechanism action-recognition weakly-supervised-learning state-of-the-art tensorflow2 laparoscopy cholect45 cholect50 action-triplet Updated Aug 30, 2023 Python
CAMMA-public / tripnet Star 14 Code Issues Pull requests deep-learning action-recognition action-triplet Updated Mar 1, 2023 Python
CAMMA-public / ivtmetrics Star 12 Code Issues Pull requests Discussions A Python evaluation metrics package for surgical action triplet recognition python machine-learning recognition metrics detection object-detection average-precision action-triplet Updated May 15, 2024 Python
CAMMA-public / attention-tripnet Star 8 Code Issues Pull requests python attention-mechanism action-recognition action-triplet Updated Mar 1, 2023 Python
CAMMA-public / cholectriplet2021 Star 4 Code Issues Pull requests python challenge deep-learning action-recognition action-triplet Updated Apr 26, 2022 Jupyter Notebook