tensorflow / tensorflow/models
MobileDet EdgeTPU model lacks post-processing step
@pkulzc is already working on this.
Since Jul 2, 2020.
- Dominant language
- Python
- Stars
- 77.7k
- Forks
- 44.8k
- PR merge metrics
- No merged PRs in 30d
Description
Prerequisites
N/A
Please answer the following question for yourself before submitting an issue.
- I checked to make sure that this feature has not been requested already.
1. The entire URL of the file you are using
2. Describe the feature you request
The CPU version of MobileDet has post-processing, but the EdgeTPU version does not. Moreover, I have been unable to convert the frozen graph to tflite to add the post-processing step via the provided export_ssd_tflite.py script with --add_postprocessing_op option. In short, I would like to request a MobileDet model with post-processing op for EdgeTPU, please.
3. Additional context
N/A
4. Are you willing to contribute it? (Yes or No)
Yes. I'm happy to convert it myself, but despite investigating the source code, I've been unable to reproduce the post-processing step and unable to convert the model to TFLite.
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.
Assessment
This issue has not been assessed yet.