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vincentfung13/MINE

PyTorch implementation of MINE, a NeRF-based method for reconstructing 3D scenes from single images and synthesizing novel camera views.

MINE
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This repository contains the code and models for an ICCV 2021 paper that uses neural radiance fields combined with multi-plane images (MPI) to perform novel view synthesis from a single input image. The method reconstructs a continuous depth frustum of the camera, enabling efficient rendering of novel viewpoints. It is trained on datasets including LLFF, RealEstate10K, and KITTI Raw using PyTorch and tensorboard for logging.

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