search

AakiraOtok / Project_VU

4 stars 0 forks source link

Creating custom dataset like AVAv2.2. #3

Open Harry-KIT opened 4 weeks ago

Harry-KIT commented 4 weeks ago

Hi @AakiraOtok Thank you for sharing such a good repo. I am looking for a repo or app for creating a dataset like AVAv2.2 Do you have any idea about that?

AakiraOtok commented 4 weeks ago

Hello, thank you for asking the question.

I'm not quite clear about your question. Could you provide me with some more information? I guess you are looking for a video data annotation tool, is that correct?

Harry-KIT commented 3 weeks ago

Hi @AakiraOtok Yes, I have some videos that need to be annotated in AVA format.

AakiraOtok commented 3 weeks ago

I think it would be challenging to find a tool that produces the exact same format as AVA. You can consider adding a few lines of code to convert the format and export it to a CSV file. Another point is that AVA provides annotations to link bounding boxes across frames, and in the original paper, they used the Hungarian algorithm for matching. I'm not familiar with the implementation details of this part since the authors didn't mention it, so it's difficult to reproduce the information for bounding box linking. You can email the research group to inquire about this aspect.

By the way, I found a great annotation tool that you can consider using: https://github.com/anucvml/vidat.

Harry-KIT commented 3 weeks ago

Thank you!!! I appreciate that