Siqi Fan's Projects
Forked from AVOD & Add some new feature
UCAS 081100M01001H 模式识别: Python实现实例与实验
UCAS 081100M01002H 图像处理与分析: Python实现实例与实验
SJTU AU326: Automatic-Puzzle-Solver; 基于图像处理实现的自动拼图
[IROS2023] Calibration-free BEV Representation for Infrastructure Perception
[IEEE TIP] Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation
SJTU EI229: Image Classification based on machine learning; 基于CART和C4.5的图像二分类
SJTU EI315: a Routing-Parking-Following robot; 基于树莓派3b的移动机器人, 可实现自主寻迹,停车入库及跟车
SJTU EI318: Intelligent maze robot; 自主迷宫移动机器人
[IEEE TVT] FII-CenterNet: an anchor-free detector with foreground attention for traffic object detection
This project was used to prepare a competition in the summer of 2018 ; The origin training structure is based on the SSD-Tensorflow by balancap.
Lane detection based on traditional method.
Lane follower: Lane-detector (OpenCV) + Object-detector (YOLO5) + CAN-bus
[ICRA 2024] QUEST: Query Stream for Practical Cooperative Perception
基于强化学习(RL)的冰壶游戏实例; 梯度下降的Sarsa(lambda) + 非均匀径向基特征表示
This is a repository for the basic version of intelligent vehicles, which is on the basis of the trajectory tracking. It is mainly used to organize my open-sourced projects, and contains several related projects, researches, and tools of mine.
NDT Localizer in pure ROS (Melodic)
NDT Mapping in pure ROS (Melodic)
Object cluster in pure ROS (Melodic)
This repository is for the communication between OBU & DCU, which is a simple V2X application.
Pure pursuit in pure ROS (Melodic)
Waypoints processor in pure ROS (Melodic)
[CVPR2021] SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation
Udacity Self-Driving Car Engineer Nanodegree projects.
基于C++的基本库实现了SIFT特征提取与匹配, 无需调用如OpenCV的库函数. 从实现细节的角度介绍了SIFT算法流程. 代码很大程度地基于ezSIFT代码, 用于自学和理解SIFT算法.
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation (Updating)
Read the .bag files and save Lidar point clouds in .pcd files. Coordinate transformation is optional.