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mildwinter's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

apollo icon apollo

An open autonomous driving platform

camera_lidar_calibration icon camera_lidar_calibration

A tool used for calibrate 2D laser range finder (LRF) and camera. ROS Version: https://github.com/TurtleZhong/camera_lidar_calibration_v2

camera_lidar_calibration_v2 icon camera_lidar_calibration_v2

ROS VERSION: A tool used for calibrate 2D laser range finder (LRF) and camera.version1:https://github.com/TurtleZhong/camera_lidar_calibration

costmap_prohibition_layer icon costmap_prohibition_layer

ROS-Package that implements a costmap layer to add prohibited areas to the costmap-2D by a user configuration.

crow icon crow

Cross-dimensional weighting for aggregated deep convolutional features.

depth_clustering icon depth_clustering

:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

fyp18-19_automaticdocking icon fyp18-19_automaticdocking

NTU Final Year Project. Automatic Docking and Charging using camera and Hokuyo URG-04LX Laser Range Finder on ROS Indigo

human_tracker icon human_tracker

Library for detecting and tracking humans using 3D sensing systems (stereo and kinect-like)

humantracking icon humantracking

My final year project. Human Detection and Tracking in Video. Using Nokia Qt with OpenCV library.

ldso icon ldso

DSO with SIM(3) pose graph optimization and loop closure

limo icon limo

Lidar-Monocular Visual Odometry

map2dfusion icon map2dfusion

This is an open-source implementation of paper: Real-time Incremental UAV Image Mosaicing based on Monocular SLAM.

mht icon mht

Python implementation of the Multiple Hypothesis Tracking algorithm

mht-1 icon mht-1

Multiple Hypothesis Tracking

mobilityaids_detector icon mobilityaids_detector

ROS node for 3D perception of people and their mobility aids, using the Faster R-CNN framework

mvision icon mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

netvlad icon netvlad

NetVLAD: CNN architecture for weakly supervised place recognition

odometry icon odometry

Project to implement Direct Stereo Semi-dense Visual Odometry and 3D Reconstruction

pointnet icon pointnet

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

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

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