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zijian-wan / generative-trajectory-interpolation

A trajectory interpolation model based on long short-term memory (LSTM) and generative adversarial network (GAN) that takes as an input a trajectory containing a gap (i.e., a sequence of missing tracking points) and outputs the interpolated complete trajectory.
GNU General Public License v3.0
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format of the data set #1

Open freeyearof2 opened 5 months ago

freeyearof2 commented 5 months ago

Hello, thank you for your work, your work is very inspiring to me, I wonder if you can disclose the data set? Or provide the format of the data set

zijian-wan commented 5 months ago

Hello. The stork dataset used in this paper is publicly available at Movebank. Eastern flyway spring migration of adult white storks (data from Rotics et al. 2018)

freeyearof2 commented 5 months ago

Thank you very much, reading your code makes me very inspired, in the part of creating data, the create_toy_dataset function is a little unclear, I wonder if you can share the code? Thank you very much for your reply

freeyearof2 commented 5 months ago

I want to use your code to do trajectory interpolation in another field, but I don't know the format of the data after you process it, and I wonder if you could share the format or content sample of the data, thank you very much.