yunhao

Tutorials for installing Ubuntu 18.04 dual system and NVIDIA DRIVER-CUDA-Pytorch GPU toolchain.

Last week I helped Zhenyi install the Ubuntu 18.04 dual system, and install NVIDIA driver, CUDA-10.0, CUDNN, Pytorch-gpu. Although there are many tutorials on the Internet, only very few works. So I think it is better to make a record. BIOS setting Shutdown and reboot. And enter the BIOS interface. Disable the Secure Boot. If

Tutorials for installing Ubuntu 18.04 dual system and NVIDIA DRIVER-CUDA-Pytorch GPU toolchain. Read More »

DeepinScreenshot_select-area_20191010114941

Implement a paper of 3D reconstruction.

Kristofer and I found a paper Learning Implicit Fields for Generative Shape Modeling [https://arxiv.org/pdf/1812.02822.pdf], which is about using the implicit function to do 3D reconstruction. They use a DenseNet-like structure. Unlike DeepSDF, they use a binary output. Given a latent vector and a 3D coordinate, the network will output 0/1 which expresses outside/inside. Its structure

Implement a paper of 3D reconstruction. Read More »

A brief overview of single-view 3D reconstruction based on Deep Learning

Description As a combination of Computer Graphics and Computer Vision, 3D reconstruction has been a classic problem for a long time. In recent years, with the development of Deep Learning, more and more researchers are focusing on 3D reconstruction with Deep Learning again. Related Work The number of work focus on 3D reconstruction is increasing

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