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wangshuaixian's Projects

efficientdet icon efficientdet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

geonet icon geonet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

handeye_calib_camodocal icon handeye_calib_camodocal

Easy to use and accurate hand eye calibration which has been working reliably for years (2016-present) with kinect, kinectv2, rgbd cameras, optical trackers, and several robots including the ur5 and kuka iiwa.

hawp icon hawp

Holistically-Attracted Wireframe Parsing

icnet-tensorflow icon icnet-tensorflow

An implementation of ICNet (Real-time image segmentation) in tensorflow, containing train/test phase, see tutorial at:

iterative-visual-reasoning.pytorch icon iterative-visual-reasoning.pytorch

Reimplementation for Iterative Visual Reasoning Beyond Convolutions(CVPR2018),i've reimplemented it on pytorch according to [endernewton/iter-reason](https://github.com/endernewton/iter-reason).

kalibr icon kalibr

The Kalibr visual-inertial calibration toolbox

lcnn icon lcnn

LCNN: End-to-End Wireframe Parsing

letr icon letr

(CVPR 2021 Oral) LETR: Line Segment Detection Using Transformers without Edges

mask_rcnn icon mask_rcnn

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

mcptam icon mcptam

MCPTAM is a set of ROS nodes for running Real-time 3D Visual Simultaneous Localization and Mapping (SLAM) using Multi-Camera Clusters. It includes tools for calibrating both the intrinsic and extrinsic parameters of the individual cameras within the rigid camera rig.

mobilenet-ssd-realsense icon mobilenet-ssd-realsense

[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering

monodepth icon monodepth

Unsupervised single image depth prediction with CNNs

multicol-slam icon multicol-slam

This repository contains a multi-fisheye camera SLAM. The underlying SLAM system is based on ORB-SLAM.

mx-rcnn icon mx-rcnn

Parallel Faster R-CNN implementation with MXNet.

orb_slam2 icon orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

orb_slam2_cuda icon orb_slam2_cuda

ORB_SLAM2 with GPU Enhancement running on NVIDIA Jetson TX1. Focus on ROS part.

overlapnet icon overlapnet

OverlapNet - Loop Closing for 3D LiDAR-based SLAM (chen2020rss)

ppgnet icon ppgnet

Source code for our CVPR 2019 paper - PPGNet: Learning Point-Pair Graph for Line Segment Detection

raccoon_dataset icon raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

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