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!本文研究了从单视角RGB-D观测中同时进行多物体3D重建、6D姿势和尺寸估计的复杂任务Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"
西交&商汤-基于向心偏移的anchor-free目标检测网络centripetalnet:Source codes of "CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection"
!路径规划-一种新的时空混合状态A*算法作为单智能体路径规划算法,生成满足运动约束和时空约束的路径!:An Efficient Multi-Agent Path Finding Solver for Car-Like Robots
用CLion+Cmake同时管理cartographer和cartographer_ros,实现对carto的编译、debug单步调试
个人的clion软件配置
!!!CLIPPER:基于图论的一致性连接,剪枝和匹配错误矫正框架(数据关联)graph-theoretic framework for robust pairwise data association
Real-time motion from structure
!!一种基于相关熵以及双向匹配的鲁棒且准确的配准方法:[IROS2020] CoBigICP: COrrentropy based BIdirectional Generalized ICP
《剑指Offer》第二版源代码
!视频实例分割-新特征聚合方法CompFeat,利用了时空间的上下文信息在帧级和对象级细化特征:CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation (AAAI 2021)
!!新网络Conformer=CNN+Transformer,依靠特征耦合单元(FCU),以交互的方式在不同分辨率下融合局部特征表示和全局特征表示
!!!超越Transformer的纯卷积架构:Code release for ConvNeXt model
!!基于Transformer的图像匹配网络: Code release for "COTR: Correspondence Transformer for Matching Across Images"
!!一种利用语义来全局定位的实时方法
CT-LIO: Continuous-Time LiDAR-Inertial Odometry
大功率电机foc控制板+算法
!!用于LiDAR点云分割的圆柱形非对称3D卷积网络Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)
单阶段分割跟踪器:思路简洁,训练快,占显存小,1080TI上为25FPS:D3S - Discriminative Single Shot Segmentation Tracker (CVPR 2020)
!!!多激光雷达同时定位建图以及外参自标定的分布式框架(多个固态激光MID40)
Code for the project Deep Drone Acrobatics.
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
!!!(sota)基于学习的CNN+LSTM视觉位置架构,通过时间反向传播训练,可应对极端黑暗和光照场景:The Official Deep Learning Framework for Robot Place Recognition
!!!自监督lidar/visual融合里程计:Self-supervised Deep LiDAR Odometry for Robotic Applications
!SOTA-基于学习三角剖分和稀疏点加密的深度估计:Inference Code for DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse point (ECCV 2020)s
将网页浏览器变成电脑扩展屏幕:Deskreen turns any device with a web browser into a secondary screen for your computer
DetZero 超高精度offline 3D目标检测,可用于激光3D点云标注
物体6D位姿估计-PyTorch implementation of DGECN
自监督的Vision Transformers 自带图像语义分割的细节信息,当用于 ImageNet 分类Top 1 精度可达 80.1%:PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
让目标检测拥抱Transformer-Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"
!!!DLO直接激光雷达里程计-基于稠密点云的快速定位:Direct LiDAR Odometry: Fast Localization with Dense Point Clouds
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