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Fengkui Cao's Projects

segmenters_lib icon segmenters_lib

The LiDAR segmenters library, for segmentation-based detection.

seqot icon seqot

The code for our paper submitted to TIE: SeqOT: A Spatial-Temporal Transformer Network for Place Recognition Using Sequential LiDAR Data.

setr icon setr

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

setr-pytorch icon setr-pytorch

Implementation of SETR model, Original paper: Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers.

slam-application icon slam-application

LeGO-LOAM, LIO-SAM, LVI-SAM, FAST-LIO2, Faster-LIO, VoxelMap, R3LIVE application and comparison on Gazebo and real-world datasets. Installation and config files are provided.

snoopy icon snoopy

Metapackage for custom mobile robot called "snoopy". Includes particle filter localization, path planning, navigation and so on.

spinnet icon spinnet

Generalized 3D Surface Descriptor (CVPR 2021)

squeezeseg icon squeezeseg

Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation

structure-plp-slam icon structure-plp-slam

The official Implementation of "Structure PLP-SLAM: Efficient Sparse Mapping and Localization using Point, Line and Plane for Monocular, RGB-D and Stereo Cameras"

tensorflow-zero-to-n icon tensorflow-zero-to-n

《TensorFlow从0到N》是一个技术文章系列,从一个线性回归问题开始,逐步递进至现代卷积网络,构建完整的深度学习基础。

toronto-3d icon toronto-3d

A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

transloc3d icon transloc3d

TransLoc3D : Point Cloud based Large-scale Place Recognition using Adaptive Receptive Fields

vins-mobile icon vins-mobile

Monocular Visual-Inertial State Estimator on Mobile Phones

vins-mono icon vins-mono

A Robust and Versatile Monocular Visual-Inertial State Estimator

vision-transformer icon vision-transformer

Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

volumetric_mapping icon volumetric_mapping

A repository for 3D volumetric (occupancy) maps, providing a generic interface for disparity map and pointcloud insertion, and support for custom sensor error models.

vpr_relocalization icon vpr_relocalization

The framework for visual place recognition in changing enviroments. Matches two sequence of images of arbitrary trajectory overlap.

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