tensorflow / tensorflow/datasets
Imagenet bounding boxes
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dataset request
enhancement
- Dominant language
- Python
- Stars
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- Avg merge
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- Merged PRs (30d)
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Description
I was wondering whether it would be possible to retrieve the Imagenet bounding boxes through tfds. They are used for preprocessing in the tensorflow/models official resnet here but don't seem to be available in tfds.
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First steps
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Research direction
Start by reading the linked tensorflow/models official/resnet/imagenet_preprocessing.py section and the TFDS conventions for exposing dataset metadata. Determine how Imagenet bounding boxes could be retrieved through TFDS; done means the boxes are available through the dataset interface for the cited preprocessing use case.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, 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