Method & Evaluation¶

Methods¶

Machine learning methods will be evaluated in an online inference strategy. This means that we will preserve the temporal order of video frames but while your model can have access to past frames for current frame prediction, it will not have access to the future frames. . . (casualty).

Metrics¶

• ivtmetrics: measures the average precision (AP) for recognition and localization of surgical action triplets.

Installation:

• Using Pip :    pip install ivtmetrics
• Using Conda :    conda install -c nwoye ivtmetrics

Usage Guide: 

• https://pypi.org/project/ivtmetrics
• https://anaconda.org/nwoye/ivtmetrics
• https://github.com/CAMMA-public/ivtmetrics