pytorch / pytorch/vision

add typing to torchvision.models.detection.faster_rcnn

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#8,600 2 comments 0 reactions 0 assignees View on GitHub

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Dominant language
Python
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Forks
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Avg merge
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Merged PRs (30d)
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Description

🚀 The feature

In support of #2025, add type hinting to torchvision/models/detection/faster_rcnn

Motivation, pitch

In an effort to get type hinting throughout torchvision, I wanted to start contributing small where I could.

Alternatives

Not needed

Additional context

No response

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 torchvision/models/detection/faster_rcnn.py and reviewing the existing typing conventions in the surrounding detection code. The work is complete when the Faster R-CNN module has appropriate type hints throughout and the repository’s relevant checks pass.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
computer-vision, machine-learning
Issue type
Refactor
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
48/100

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