NaturalIntelligence / NaturalIntelligence/imglab
Exporting data in Tensor flow format
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Description
Currently imglab supports exporting labelled data in dlib, Pascal VOC, and COCO formats. We want to let users export data in tfrecord (tensor flow) format as well.
target folder : data formaters
Please check how export feature is implemented for other formats in data formaters
Some code reference to generate tfrecord: https://github.com/datitran/raccoon_dataset
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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 comparing the existing exporters in the dataformaters folder, then review the linked raccoon_dataset reference for TensorFlow TFRecord generation. The work is done when labelled data can be exported in TFRecord format alongside dlib, Pascal VOC, and COCO formats; the issue does not mention a specific test file.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- tensorflow
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100