salykovaa/instant-DexNerf

Instant NeRF for depth/3d shape estimation of transparent objects

CudaC++PythonCMakeCtransparentnerfdepth-estimationshape-estimationneural-radiance-fieldsdex-nettransparent-objectsinstant-ngpdexnerf
This is stars and forks stats for /salykovaa/instant-DexNerf repository. As of 27 Apr, 2024 this repository has 67 stars and 4 forks.

Instant DexNerf Depth/3D Shape estimation of transparent objects using multiview posed RGB images. The project was inspired by Dex-NeRF: Using a Neural Radiance field to Grasp Transparent Objects and Instant Neural Graphics Primitives. Combination of two methods provides both fast training/rendering speed and accurate depth map estimation. How to install For installation steps please refer to Instant NGP. How to run There is an example of a scene with transparent object. Run from the command line ./build/testbed...
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