OpenGVLab / OpenGVLab/InternVideo
Can stage-3 training further improve the performance of InternVideo2 on basic video tasks
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- Python
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Description
Thanks for the great work! In stage 3, the video encoder is updated to improve its support for video-centric dialogue. Will stage 3 training affect the performance on basic video tasks? Any comparisons like Table 4 is expected.
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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 reviewing the stage-3 training description and the basic video-task results referenced by Table 4. Compare stage-3 InternVideo2 performance on those tasks, and consider the work done when the requested comparison is available.
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Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100