Full post: Toward data science With the rise of ever more affordable LiDAR sensors and more efficient photogrammetry algorithms, 3D point cloud data have become easier than ever to acquire. The deep learning community has embraced this trend by developing new network architectures to perform various tasks on 3D data. The sheer volume of possibilities (data layouts, data augmentation, convolution…

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This post marks my official start as an entrepreneur, I am indeed starting a new venture, Principia Labs. It is today the obvious thing for me to do and here I’ll brush through the mission of Principia Labs and the challenges that we are going to tackle. One of the key learnings from my previous experience at HELIX RE is that digitizing buildings is far from being a commodity. In my view there are…

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Principia Labs Ltd is registered in the United Kingdom. Company number 12371387.