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CIA-Oceanix / TrAISformer

Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
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Prediction error with test data after training the neural network model #16

Closed prashanthoct74 closed 1 year ago

prashanthoct74 commented 1 year ago

I am going through your research paper on ship trajectory route prediction,it's a conceptual research work through which i am learning a lot about ship route prediction. But after training the neural network model with TrAISformer python code, Trajectory course predicted with test data provided is not a contiguous path for all mmsi trajectory provided in the test dataset. For example, 229879000,220289000 trajectory prediction of mmsi from test dataset , the predicted trajectory points are scattered .(attached screen shot of predicted output with your test data)

dnguyengithub commented 1 year ago

Hello, I don't see your attachment.

dnguyengithub commented 1 year ago

I continue this discussion in #17