About Potential for Speed Improvement
Open
Nobody has claimed this yet.
- Dominant language
- JavaScript
- Stars
- 3k
- Forks
- 234
- PR merge metrics
- No merged PRs in 30d
Description
Hi, I really appreciate your excellent work!
I am currently exploring the possibility of running the model in a real-time scenario. I have two questions that want to discuss.
- Are there any suggestions to further accelerate the inference speed?
- Do you have any plans to train and release a smaller version of the model, such as using ViT-S or other lightweight backbones, which might help improve real-time performance?
Thank you for your time and dedication.
Contributor guide
No contributing guide indexed for this repository
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
The issue does not name a file, entry point, benchmark, or test. First inspect the model's inference path and current backbone, then clarify whether the intended outcome is acceleration guidance, a smaller released model, or both; completion criteria are not defined in the issue.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- javascript
- Domain
- computer-vision, machine-learning, performance
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100