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Zixun Huang's Projects

3dscenegraph icon 3dscenegraph

The data skeleton from "3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera" http://3dscenegraph.stanford.edu

bevformer icon bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

calicam_py icon calicam_py

CaliCam_Mono: Various Fisheye Rectification Modes

conet icon conet

[ICCV 2023] OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception

cv_interviews_q-a icon cv_interviews_q-a

CV算法岗知识点及面试问答汇总,主要分为计算机视觉、机器学习、图像处理和 C++基础四大块,一起努力向offers发起冲击!

dttd2.1 icon dttd2.1

Official repository of "Robust Digital-Twin Localization via An RGBD-based Transformer Network and A Comprehensive Evaluation on a Mobile Dataset"

dttd_ipdsctrl icon dttd_ipdsctrl

[CVPRW 2023] Official repository of "Digital Twin Tracking Dataset (DTTD): A New RGB+Depth 3D Dataset for Longer-Range Object Tracking Applications"

dust3r icon dust3r

DUSt3R: Geometric 3D Vision Made Easy

foundationpose icon foundationpose

[CVPR 2024 Highlight] FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects

gaussian-splatting icon gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

iccv23-challenge icon iccv23-challenge

Floor plan auto-completion on the Modified Swiss Dwellings (MSD) dataset

marl-buildingenergyestimation icon marl-buildingenergyestimation

[ICCVW 2023] Official repository of "MARL: Multi-scale Archetype Representation Learning and Clustering for Building Energy Estimation"

megapose6d icon megapose6d

Code for "MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare", CoRL 2022.

nerf-slam icon nerf-slam

NeRF-SLAM: Real-Time Dense Monocular SLAM with Neural Radiance Fields. https://arxiv.org/abs/2210.13641 + Sigma-Fusion: Probabilistic Volumetric Fusion for Dense Monocular SLAM https://arxiv.org/abs/2210.01276

occnet icon occnet

[ICCV 2023] OccNet: Scene as Occupancy

orb_slam3 icon orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

points2poly icon points2poly

Reconstructing compact building models from point clouds using deep implicit fields [ISPRS 2022]

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