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xuekunnan's Projects

holocron icon holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief)

indoormapping icon indoormapping

Generate dense point cloud based on ORB-SLAM, and build indoor navigation map using OctoMap.

kcf icon kcf

A multi-object-tracking mothod.

lcd icon lcd

Line Clustering and Description for Place Recognition

ldescpp icon ldescpp

This is a C++ implementation of AAAI2019 paper LDES tracker. Now branch square is available, which uses square templates

lite.ai.toolkit icon lite.ai.toolkit

🍅🍅A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv5, YOLOR, NanoDet, ...

map-based-visual-localization icon map-based-visual-localization

A general framework for map-based visual localization. It contains 1) Map Generation which support traditional features or deeplearning features. 2) Hierarchical-Localizationvisual in visual(points or line) map. 3)Fusion framework with IMU, wheel odom and GPS sensors.

ml-cvnets icon ml-cvnets

CVNets: A library for training computer vision networks

mlsd icon mlsd

Official Tensorflow implementation of "M-LSD: Towards Light-weight and Real-time Line Segment Detection" (AAAI 2022)

mlsd_pytorch icon mlsd_pytorch

Pytorch implementation of "M-LSD: Towards Light-weight and Real-time Line Segment Detection"

monorec icon monorec

Official implementation of the paper: MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera (CVPR 2021)

mpp_linux_cpp icon mpp_linux_cpp

a demo shows that how to use rockchip mpp framework in linux

nanodet icon nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

nb icon nb

Neural Network Blocks - Collect all kinds of fancy model blocks for you to build more powerful neural network model.

onnx_tensorrt_project icon onnx_tensorrt_project

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

orb-slam2_rgbd_dense_map icon orb-slam2_rgbd_dense_map

This repository is modified from Xiang Gao's "ORB_SLAM2_modified".It is added a dense loopclosing map model.

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