Real-time ship tracking

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Hello all,

I'm looking for a method for tracking ships on a video. For examples: Video 1, Video 2, Video 3.

My expectation is tracking 12 frames/seconds and the accuracy is greater than 70%. I have heard about using learning-based detecting algorithm. However, the video in Video 1 & Video 3 are very poor quality, so I think the learning-based algorithm will not have good performance in this case.

Can anyone give me some advices for this task? Thank you so much!