tensorflow / tensorflow/models
Whether CocoDetectionEvaluator support distributed evaluation?
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models:research:odapi
type:support
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Description
Hi, whether CocoDetectionEvaluator support distributed evaluation?
I haven't found any code of predictions all-gather before COCO evaluation. ^_^
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 reading research/object_detection/metrics/coco_evaluation.py at CocoDetectionEvaluator and trace the evaluation inputs. Search for prediction all-gather before COCO evaluation, then establish whether distributed predictions are aggregated and document the supported behavior or missing scope.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- distributed-systems, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100