NaturalIntelligence / NaturalIntelligence/imglab
Support ONNX format
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Description
This feature is suitable for first-timers. But can be picked by any contributor.
Just like other data formats we're supporting, we have to import-export labeled data in ONNX format. You can get more detail about that here
https://github.com/onnx/onnx/blob/master/onnx/onnx.proto
You can check dataformaters folder to understand how you can implement it for this application.
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Contributor guide
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 reviewing the existing implementations in the dataformaters folder, then read the referenced onnx.proto specification to understand the labeled-data structure. Implement ONNX import and export consistent with the other supported formats, and verify that labeled data can be transferred in both directions.
Written by the indexing model from the issue text.
Assessment
- Domain
- data
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100