tensorflow / tensorflow/models
Object detection - model_builder does not support MobileNetV3 for TF2
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models:research
models:research:odapi
type:feature
- Dominant language
- Python
- Stars
- 77.7k
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Description
Prerequisites
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
https://github.com/tensorflow/models/blob/master/research/object_detection/builders/model_builder.py
2. Describe the feature you request
Currently MobileNetV3 FeatureExtractors for object detection are available only for TF1. Is it possible/planned to add them also for TF2?
3. Additional context
None
4. Are you willing to contribute it? (Yes or No)
Yes
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 research/object_detection/builders/model_builder.py and compare the existing TF1 and TF2 MobileNetV3 feature-extractor paths. The work is complete when MobileNetV3 feature extractors are supported for TF2 object detection; the issue does not name a test to run.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100