researchmm / TracKit

[ECCV'20] Ocean: Object-aware Anchor-Free Tracking
MIT License
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Is it useful to have only one convolutional layer in the feature alignment module ? #116

Open houjun0322 opened 9 months ago

houjun0322 commented 9 months ago

I found that the feature alignment module only has a deformable convolution and a 3x3 convolution, does the presence or absence of this module have a big impact on the results?

houjun0322 commented 9 months ago

In addiction, I found in the code that in the weighted average of the final regular classification score p_r and feature alignment score p_o, the p_r accounted for 0.94 and the p_o was only 0.06. https://github.com/researchmm/TracKit/blob/e351e5bff8071aa14f333d5975a8f408a3e264c6/lib/tracker/ocean.py#L274