CAMMA-public / cholect45 Star 42 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 Sep 17, 2025 Python
CAMMA-public / rendezvous Star 30 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 Sep 17, 2025 Python
CAMMA-public / ivtmetrics Star 17 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 Dec 10, 2024 Python
CAMMA-public / tripnet Star 15 Code Issues Pull requests deep-learning action-recognition action-triplet Updated Sep 17, 2025 Python
CAMMA-public / attention-tripnet Star 10 Code Issues Pull requests python attention-mechanism action-recognition action-triplet Updated Sep 17, 2025 Python
CAMMA-public / cholectriplet2021 Star 5 Code Issues Pull requests python challenge deep-learning action-recognition action-triplet Updated Apr 26, 2022 Jupyter Notebook