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> > > I reconstruct the image and I compare reconstructed with original using SSIM >  Thanks for your answer! could you plz provide some more details? for instance,...

> > > I think you can use prior (like PixelSNAIL) and reconstruction loss of the decoder to calculate likelihood. thanks for your answer! how would you suggest that i...

take a look in these kaggle links [here](https://www.kaggle.com/c/pku-autonomous-driving/discussion/113888) and [here](https://www.kaggle.com/ebouteillon/load-a-3d-car-model); the authors reloaded the models as json files. It's a shame nobody bothers to update this too. please don't close...