Can I use dali to decode jpeg in tensorlfow inference?
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enhancement
external contribution welcome
- Dominant language
- C++
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Description
I want to use tf.placeholder as input of image bytes, then call nvJPEG to get dali TensorGPU.
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 with the TensorFlow tf.placeholder input and the nvJPEG-to-DALI TensorGPU path described in the issue. Determine whether this integration is supported and what project entry points would be involved; done means a clear supported or unsupported result with the required scope identified.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp, tensorflow
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100