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yyxie-rose's Projects

calc2.0 icon calc2.0

CALC2.0: Combining Appearance, Semantic and Geometric Information for Robust and Efficient Visual Loop Closure

fild icon fild

Fast and Incremental Loop closure Detection

gibsonenv icon gibsonenv

Gibson Environments: Real-World Perception for Embodied Agents

habitat-lab icon habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

habitat-sim icon habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research.

ins-conv icon ins-conv

INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation (CVPR 2022)

kimera-vio icon kimera-vio

Visual Inertial Odometry with SLAM capabilities and 3D Mesh generation.

kitti_groundtruth icon kitti_groundtruth

Ground Truth of KITTI dataset (odometry benchmark) for loop closure detection or visual place recognition

lostx icon lostx

LoST - Visual Place Recognition using Visual Semantics for Opposite Viewpoints across Day and Night

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

minos icon minos

MINOS: Multimodal Indoor Simulator

mjolnir icon mjolnir

Python implementation of the paper Learning hierarchical relationships for object-goal navigation

netvlad icon netvlad

NetVLAD: CNN architecture for weakly supervised place recognition

openfabmap icon openfabmap

Open-source C++ code for the FAB-MAP visual place recognition algorithm

pyseqslam icon pyseqslam

Python SeqSLAM - port of Niko Sünderhauf's OpenSeqSLAM for place recognition

semantic_slam icon semantic_slam

Real time semantic slam in ROS with a hand held RGB-D camera

srlcd icon srlcd

fast loop closure detection (visual place recognition) via saliency re-identification IROS 2020

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