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Marcel Santana's Projects

3d-ken-burns icon 3d-ken-burns

an implementation of 3D Ken Burns Effect from a Single Image using PyTorch

acorn icon acorn

ACORN: Adaptive Coordinate Networks for Neural Scene Representation | SIGGRAPH 2021

art-dcgan icon art-dcgan

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

basnet-http icon basnet-http

HTTP service wrapper for BASNet: Boundary-Aware Salient Object Detection

cvpr2015 icon cvpr2015

Example code used in the CVPR 2015 tutorial

deep-hdrreconstruction icon deep-hdrreconstruction

Official PyTorch implementation of "Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss" (SIGGRAPH 2020)

dpt icon dpt

Dense Prediction Transformers

dsnerf icon dsnerf

Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

hdr_toolbox icon hdr_toolbox

HDR Toolbox for processing High Dynamic Range (HDR) images into MATLAB and Octave

hdrnet-pytorch-1 icon hdrnet-pytorch-1

Unofficial PyTorch implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017 https://groups.csail.mit.edu/graphics/hdrnet/

imaginaire icon imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

kaolin-wisp icon kaolin-wisp

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

midas icon midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2020"

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

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