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nwojke / deep_sort

Simple Online Realtime Tracking with a Deep Association Metric
GNU General Public License v3.0
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Have anyone tried using other ReId models together with DeepSort? #187

Open mazatov opened 4 years ago

mazatov commented 4 years ago

I was wondering if anyone has used other reid models together with deepsort? The current model in the repo was trained on MARS dataset and was made specifically shallow to be able to run almost real-time. Since time is not as much of an issue for me, I'd like to substitute it with a potentially more accurate model to reduce the number of ID switches that I observe in my case.

Thanks

aizuon commented 3 years ago

I'm using OSNet-AIN at the moment but it doesn't fix the issue of ID switching, especially with videos that are specifically made to fool the tracker like PETS09-S2L1.