Project-MONAI / Project-MONAI/tutorials

Supplement of the surgical tool challenge solution

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Dominant language
Jupyter Notebook
Stars
2.5k
Forks
803
Avg merge
6d 22h
Merged PRs (30d)
3

Description

Following up with https://github.com/Project-MONAI/MONAI/issues/5200 , may need David's help to add the contour detecting component which is used to clean the noisy labels.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading issue #5200 and the existing surgical tool challenge solution. Determine how the contour-detecting component should be added to clean noisy labels, with David's guidance; done means the supplement includes that component and addresses the noisy-label cleanup.

Written by the indexing model from the issue text.

Assessment

Tech stack
jupyter-notebook, pytorch
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
15/100

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