OpenGVLab / OpenGVLab/InternVideo
Zero-shot retrieval reproduction issue
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- Dominant language
- Python
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Description
According to the ReadMe at https://github.com/OpenGVLab/InternVideo/tree/main/InternVideo1/Downstream/Video-Text-Retrieval, the zero-shot retrieval results will be obtained after running the command ./zeroshot_scripts/eval_msrvtt.sh. This command will execute the main_task_retrieval.py. But in "main_task_retrieval.py", I find that the model is CLIP4CLIP, instead of ViCLIP. I'd like to know how to conduct zero-shot video-text retrieval experiments with pretrained ViCLIP.
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First steps
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Research direction
Start with the README section at InternVideo1/Downstream/Video-Text-Retrieval and run or inspect zeroshot_scripts/eval_msrvtt.sh. Trace its call into main_task_retrieval.py, compare the referenced CLIP4CLIP path with the available ViCLIP materials, and document the verified procedure for running zero-shot video-text retrieval with pretrained ViCLIP.
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Assessment
- Tech stack
- python
- Domain
- machine-learning, search
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100