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sunrgbd

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This repository provides awesome research papers for autonomous driving perception. If you do find a problem or have any suggestions, please raise this as an issue or make a pull request with information (format of the repo): Research paper title, datasets, metrics, objects, source code, publisher, and year.

  • Updated Sep 10, 2020

A high-performance monocular depth estimation framework built in LibTorch C++ with camera intrinsics integration, reprojection error loss, geometric consistency learning, and advanced TensorBoard monitoring. Optimized for Apple Silicon (MPS) and NVIDIA CUDA GPUs using the SUN RGB-D dataset.

  • Updated May 15, 2026
  • C++

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