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Pytorch Foot Image Classification
I have been playing with Pytorch recently and found out that Pytorch is a much easier tool for me to start a machine learning project than Tensorflow. Pytorch uses a different design with Tensorflow and does not need to setup…
Seeing the future take shape
Today at the start of my graduate graphics class we showed a VR metaroom demo with multiple people in the classroom wearing Quest VR headsets, holding controllers and collaborating over WebVR. We made it even more interesting by having the entire scene — the room with all of its furniture and the avatars of all the participants — replicated in miniature on one of the…
Learning to Generate Chairs with Convolutional Neural Networks
For a project during my masters degree, we implemented the paper Learning to Generate Chairs by Dosovitskiy et. al. in PyTorch. The only implementation available was the author’s in Caffe with Lua, so we set off to create a clean open source implementation of the work. This work presents an early differentiable renderer using convolutional neural networks in order to render models from ShapeNet. Given…