Nothing worse on a Sunday night than battling CUDA configs for PyTorch3D #pytorch #pytorch3D #Colab #couldhavehadbettersundayplans #pain

@ChenGuo96 @XuChen71058062 @OHilliges A10 Parkinglot Testing 100% 42/42 [2:34:29<00:00, 220.70s/it] with #PyTorch 2 #CUDA 11.8 #PyTorch3d 0.7.4 #kaolin 0.14.0

ItS aLL iN tHe MaTh BrO!! 🤷 #PyTorch3d #computervision Context: someone asked about weird behavior in the Laplacian smoothing operation causing spikes in meshes

Uniform sampling of a 3D mesh. This class is fun :) (Learning for 3D Vision) #pytorch3d

For the stimulus space, we used the Basel Face Model (faces.dmi.unibas.ch/bfm/bfm2019.ht…). @wenxuan_guo_ skillfully implemented BFM rendering in #PyTorch3D, allowing us to optimize face parameters with SGD. 7/13

For the stimulus space, we used the Basel Face Model (faces.dmi.unibas.ch/bfm/bfm2019.ht…). @wenxuan_guo_ skillfully implemented BFM rendering in #PyTorch3D, allowing us to optimize face parameters with SGD. 7/13

Generating a texture atlas with #stablediffusion and #pytorch3d #wip

What is the best depth model right now? For monocular prediction #3D #PyTorch3d

Code & mode are publicly available at github.com/radekd91/emoca. Developed with @PyTorch using @PyTorchLightnin and #Pytorch3D. Experiment tracking done with the irreplaceable @weights_biases tool. Big thanks for providing and maintaining these great tools. (6/6)

3D Deep Learning with #PyTorch3D is way easier and faster than conventional methods, and many AI innovators and researchers are rooting for it. These are its USPs: bit.ly/3tR217d #PyTorch #python #pythonprogramming #pythonprogramminglanguage #Artiba

Torus → castle One year ago I was playing with 3D loss functions implemented in #PyTorch3D. These are essential for geometric machine learning. Eventually this research path led me to lattices and graph structures, which are my current focus. #machinelearning #motiondesign

2nd take on the "Blue Whale Knight" creature . The model deviates wildly from the basic #SMPL human. Shields and fins appeared, and legs atrophied as those of marine mammals. Spectral vertex features work well when you want to depict such smooth forms. #AIart #Pytorch3d #3dart

Would you wear such a costume on #Halloween ? "The Blue Whale Knights" were awesome warriors in the Berserk manga. As many other characters there, they combine animal elements in their armor design. I could evolve a very detailed mesh for that text. #AIart #pytorch3d #3dart

3D Virtual Environments are usually based on renderers (target renderers) that have more advanced features (e.g. image quality) than the ones that are supported by versatile differentiable renderers (#pytorch3d), that we refer to as surrogate renderers. 3/6

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We demonstrate utility of TyXe by integrating it with #PyTorch for Uncertainty and OOD, #PyTorch3D, and DGL to run Bayesian ResNets, Bayesian GNNs, and Bayesian Neural Radience Fields. No cows were harmed or mis-inferred during this process (see this little NeRF demo) 4/5