pvtien96 / detectron2deepsortplus Goto Github PK

:v: Detection and tracking hand from FPV: benchmarks and challenges on rehabilitation exercises dataset

Home Page: https://ieeexplore.ieee.org/document/9642078

License: Apache License 2.0

Python 100.00%

hand-detection fpv hand-tracking hand-segmentation rehabilitation egocentric-vision deep-sort-tracking first-person-vision detectron2

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detectron2deepsortplus's Issues

Please upload the pre-train weight

@pvtien96 , Please upload the pre-train weight, EgteaGaze_mask_rcnn_R_50_FPN_3x/model_final.pth", then I can test the performance, thank you.

Broken links to Download pre trained model

Links to download pre trained models from Drive is broken.
Please, can you upload again?

Support deep cosine metric learning

https://github.com/nwojke/cosine_metric_learning

Link mask to tracked bounding box

Currently we can't differentiate mask. Which mask belongs to which ids?

Rewrite deep feature extractor

Train on custom data set

Hey pvtien,

I am desperately looking for a guide of how to train the deep sort on a custom dataset.
I saw your github and you have done some very nice work. As I understand the default deep sort is trained on humans but you did trained it with hands.
Could you please give me a guideline of how to procceed with it.
I am also using detectron2 for my detections.

Thanks a lot.

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