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We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and...

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Hi, I find it hard to understand how to train the model on ShapeNet. It would be very helpful if you can provide a pretrained model on ShapeNet planes (I...

I find the data of trainning such as "python run_reconstruction.py --name pretrained_reconstruction_p3d --dataset p3d --optimize_z0 --batch_size 50 --tensorboard" using the data of car.mat in sfm and data folder.Even if I...

We can use the pre-trained model (already provided? checkpoints_recon/pretrained_reconstruction_cub/checkpoint_latest.pth. there is no weights.

Hi! Love the work you guys have done. I am currently conducting a research. Could you please tell me how I would train on a custom dataset and how I...

Dear NikolaZubic: I want to use my own data set to replace the cub or P3D data set for training. Do you have any attention or requirements for images when...