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vol_rec_from_images's Introduction

Rendervous - Rendering and Learning and vice versa

Rendervous is a project designed primarily for academic purposes. The core idea is the integration of GPU rendering capabilities including ray-tracing (Vulkan) with deep learning (Pytorch).

As a result you have a differentiable renderer that can be included in learning models and vice versa, learning models that can be included as renderer components (materials, scattering functions, parameters, etc).

Dependencies

  • torch
  • cffi
  • pywin32 (Windows)
  • cuda-python (if cuda device can be used)

Secondary dependencies

  • matplotlib (most of the offline-rendering examples)

Interactive examples

  • imgui
  • glfw (for interactive examples)

vol_rec_from_images's People

Contributors

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