facebookresearch / facebookresearch/segment-anything
[enhance] export image encoder model to onnx
Open
- Dominant language
- Jupyter Notebook
- Stars
- 54.9k
- Forks
- 6.4k
- PR merge metrics
- No merged PRs in 30d
Description
In some scenarios, the image encoder may need to export onnx. I attempted to export it and deploy it using onnxruntime, which showed a significant improvement in speed. Can I submit a PR to add this feature?
Contributor guide
Research direction
The issue names no files, tests, or entry points. First determine how the image encoder is exposed for inference and what export path is expected; done means a working ONNX export and ONNX Runtime deployment path, with the reported speed improvement verified.
Written by the indexing model from the issue text.
Assessment
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100