Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Adding a support to CholecTrack20 dataset on a new branch cholec #148

Open
wants to merge 2 commits into
base: master
Choose a base branch
from

Conversation

nwoyecid
Copy link

This pull request is to add a support for CholecTrack20 dataset. The modification includes:

  1. TrackEval/doc/CholecTrack20-format.txt : Added a new text file describing the result file format.
  2. TrackEval/trackeval/datasets/cholectrack.py: Added a new python that create a class CholecTrack2DBox() which extends the _BaseDataset() class. This class prepares the results files and ground truth files in the format needed for TrackEval run.
  3. TrackEval/scripts/run_cholectrack20.py : Added a new python file to excute the tracking evaluation on CholecTrack20 dataset.
  4. TrackEval/trackeval/datasets/init.py: Modified the file to include a line which imports the cholectrack dataset class defined in 2 above

DATASET INFO:

CholecTrack20 is a surgical video dataset for tool tracking in laparascopic cholecystectomy surgery.
This dataset is annotated for multi-perspective multi-tool multi-class tracking.
Multi-perspective - track across multiple temporal views of tool trajectories (e.g. intraoperative, intracorporal, visibility)
Multi-tool = multi-object
More information on the dataset can be found here https://arxiv.org/abs/2312.07352

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

1 participant