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GeekAlexis / FastMOT

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
MIT License
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Alternatives to fast-reid for using FastMOT? #204

Closed ToshiEAB closed 3 years ago

ToshiEAB commented 3 years ago

Hello,

First of all, let me apologize for posting this under the heading of "Unexpected behaviors." My questions are not about bugs but something related to FastMOT.

1) By default, FastMOT uses fast-reid as a feature extractor. Is it the only model we can use for FastMOT? Or can we use some other models that extract features?

2) I need to track a few fish of the same species, placing a camera above an aquarium. So they look like similar to each other but their locations and orientations will be different for the most part. I'd like to get feature vectors corresponding to the locations and/or orientations and then use them in FastMOT. Does anyone have recommendations for which models to use in such a case?

Thanks in advance.

GeekAlexis commented 3 years ago

You can use any feature extractor model. You can try training a pose detector for fish to get the orientation.

ToshiEAB commented 3 years ago

Thank you very much for answering my questions. I will look into this.