stark_lightning_X_trt - Distractors

[orilifs]

Hello @MasterBin-IIAU @jb2020-super @penghouwen Once again, amazing work and results.

I ran stark_lightning_X_trt in sequences where there are many distractors in close proximity to each other, let's say I want to track something that is 20x20 pixels in a 1920x1080 images and next to it along one of the axii (e.g. horizontal axis) there numerous other objects that looks exactly the same.

In this tracking scenario stark_lightning_X_trt with the following configurations: baseline_rephead_4_lite_search5 tends to "confuse" the object with the distractors in the following manner:

1. Bounding box size is correct but instead of tracking the initial object, the tracker tracks one of the distractors.
2. Bounding box size wrongly increases, to cover also the distactors.

I am wondering if there's is a way to handle this via configuration.yaml file?

This is somehow related to issue #73 but since I am running stark_lightning_X_trt there is no "score"-related head (if I understand correctly).

Thank you for your thoughtful answer and time, Much appreciated 谢谢

[shen338]

A lot of single object trackers look like this. Output the target object and distractors for further processing might be a way to mitigate this...