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Tensorflow models and simulation code for 'ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking'

Home Page: http://shapestacks.robots.ox.ac.uk/

License: GNU General Public License v3.0

Shell 2.70% Python 97.30%
intuitive-physics visual-stability-prediction dataset-interface mujoco

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shapestacks's Issues

[Question] is it possible to generalise?

Hi!
I am trying to integrate physics intuition during robot training. I am currently using Mujoco and that's why I think this project would be relatively easy to integrate.

How difficult would it be to extend this project to different tasks/physic events?

Mass and gravity

Hi @ogroth and thanks for releasing your code. It works well! Is it possible to determine the mass of an object (cuboid, rectangle, ...) when I create a new scenario? And the gravity of the world?
Thanks

Only first frame image is provided?

Hi, thanks for open source such a great dataset. I have downloaded the RGB images and unzip it, but for one data point, I only find frame0 images xxx-mono-0.png with different camera views. Does that mean the whole falling videos are provided? Would be possible to upload them for download? I understand the dataset should be very large and it's been 4 years since the dataset release, so completely fine if not possible

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