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open-world-tracking's Issues

Release of Pre-trained Models

Hello, Thanks for the excellent work. Do you plan to release pre-trained models? If yes, when can we expect them to be released.

How could I use optical flow to estimate proposal motion?

Hi, sorry to bother you again. I'm commited to solving the existing problems in OWT proposed by your paper. As mentioned in your paper, the baseline uses both optical flow and re-id similarity scoring and combines these into final tracks using tracklet merging. But I can't find the code to generate proposals' motion with optical flow. Looking forward to your reply. Thank you!

How to use the datasets/coco_id2tao_id.json

Hello, since i have checked coco_id2tao_id.json,i found that there are only 78 keys rather than 80 in the json file. And i try to use coco annotations to convert coco id to tao id, but i failed for some id are not in coco annotations. Could you tell me how to use the coco_id2tao_id.json please ! Thank you !

Errors when generating proposals

I found some errors when running the generating proposals code. When running gen_proposals.py, the input path should be /data/TAO/frames, not including /val, or the code could not find any dataset. Besides, I got the Attribute Errors that cannot find all the ‘bg_score’, ‘objectness’, ‘embeddings’ fields in the given instances. Back to code, it is in the owt_utils.py, at about 40-50 lines. Could you please tell me how to fix it? Thank you.

What is the training flow?

Hello, we are happy to follow this good job. We met some problems with the training flow. Is the model pre-trained on coco dataset first and then finetuned on the tao_ow_train dataset?

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