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Kuang Haofei's Projects

bsd500-segmentation-evaluator icon bsd500-segmentation-evaluator

This repo is used to evaluate the results of segmentation with BSD500 dataset, including Probabilistic Rand Index (PRI), Variation of Information (VI) and Segmentation Covering (SC).

df-vo icon df-vo

Depth and Flow for Visual Odometry

fast-depth icon fast-depth

ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"

gradslam icon gradslam

gradslam is an open source differentiable dense SLAM library for PyTorch

livingscenes icon livingscenes

[CVPR 2024] Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments

mmaction2 icon mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

nerf-pytorch icon nerf-pytorch

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

nerf_pl icon nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

openfusion icon openfusion

[preprint] Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation

pykitti icon pykitti

Python tools for working with KITTI data.

range-mcl icon range-mcl

Range Image-based LiDAR Localization for Autonomous Vehicles Using Mesh Maps (chen2021icra)

rspnet icon rspnet

Official Pytorch implementation for AAAI2021 paper (RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning)

sparse-to-dense.pytorch icon sparse-to-dense.pytorch

ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)

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