mlfoundations / mlfoundations/datacomp
Redundant labels in iWILDCAM eval data
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- Python
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Description
Hey, I downloaded the iWILDCAM eval data from here.
I noticed that there were 4 labels out of the 182 that were redundant:
- central american red brocket
- jaguarundi
- lowland paca
- unknown bird
Was this something that that was propagated through from the original dataset?
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by inspecting the iWILDCAM evaluation dataset at the linked Hugging Face location and compare its 182 labels with the original dataset. Trace the four listed labels to determine whether they were inherited from the source data, and document the cause and any required correction.
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Assessment
- Tech stack
- huggingface
- Domain
- data
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100