SY-SY-1 / Stacked-grabs
基于Pytorch对运行环境搭建,选用VMRD数据集作为实验数据集,实现视觉操作关系推理,并可以获取场景下的操作关系树,ROI检测提取结构:使用Cascade R-CNN级联网络实现物体的目标检测,特征提取后通过抓取提议网络得到潜在ROIs,再进入级联网络中完成目标检测。抓取检测结构FCN:使用旋转矩形锚框预测物体的可行抓取框。将训练完成的模型算法移植到Kinova机械臂上,让机械臂完成对多个物体的抓取。
☆9Updated 2 years ago
Alternatives and similar repositories for Stacked-grabs:
Users that are interested in Stacked-grabs are comparing it to the libraries listed below
- 使用UR5机械臂&AG95夹爪执行给定位姿的抓取☆36Updated 2 years ago
- 基于easy_handeye开源项目,对Franka_panda进行手眼标定(Kinect v2眼在手外)☆19Updated 2 years ago
- 6-Dof Robotic Grasping based on "Graspness"☆20Updated last year
- A way to perform pick and place operations using deep learning algorithms GPD and YOLO.☆20Updated last year
- 6DOF机械臂上,自然语言指令控制,MobileNetV3识别定位,视觉伺服PID抓取☆16Updated 11 months ago
- GE-Grasp: Efficient Target-Oriented Grasping in Dense Clutter (IROS2022)☆17Updated 2 years ago
- PEGG-Net: Pixel-Wise Efficient Grasp Generation in Complex Scenes (IEEE CIS-RAM 2024)☆19Updated 3 months ago
- A repository that contains implementation of UR5 in Nvidia Isaac Sim with ROS bridge and MoveIt.☆21Updated last year
- 🤖 Simulate and control two Universal Robots arms simultaneously using NVIDIA Isaac Sim. Explore real-time control, collision avoidance, …☆17Updated 5 months ago
- The aim of this project is to use Moveit and Gazebo in ROS to jointly simulate the basic and collaborative simulation of Yumi dual arm ro…☆16Updated 9 months ago
- We use TCP/IP control the UR5 robot and robotiq85 by python. And we use USB control realsenseD435 camera by python.☆19Updated 2 years ago
- 搭建gazebo虚拟环境,采用kinect_V2深度相机,结合OpenCv视觉算法SIFT,进行物体位姿估计,最终完成机械臂抓取物块。 代码参考: http://t.csdnimg.cn/zann7 http://t.csdnimg.cn/ON0gf☆20Updated 7 months ago
- ☆24Updated 3 years ago
- 使用panda机械臂接收grasp pose,执行抓取和一些其他操作☆11Updated 3 years ago
- ROS package for our lab's dual-ur5 robot.☆11Updated last year
- [ICRA 2023 & IROS 2023] Code release for Keypoint-GraspNet (KGN) and Keypoint-GraspNet-V2 (KGNv2)☆36Updated last year
- Old simulation environment for the cap-the-bottle dual-arm peg-in-hole task☆12Updated 11 months ago
- ☆22Updated 2 years ago
- Franka Panda Grasping using Contact Graspnet☆14Updated 2 years ago
- This is the repository for the NBMOD dataset and the code of the paper "NBMOD: Find It and Grasp It in Noisy Background.☆41Updated last year
- Baseline model for "GraspNet-1Billion: A Large-Scale Benchmark for General Object Grasping" (CVPR 2020)☆21Updated 3 years ago
- Dobot CR5 with Intel Realsense D435i for object detection and pose estimation (bin-picking application).☆23Updated last year
- This repository contains codes to generate coordinated motion and forces to control a robotic dual arm system (here two iiwa robots)☆21Updated 2 months ago
- The application of ur robots, robotiq gripper, realsense camera, etc.☆21Updated 10 months ago
- GitHub_Notebook☆20Updated 2 years ago
- ☆36Updated 3 years ago
- ☆76Updated 2 years ago
- ICRA 2022 "Hybrid Physical Metric For 6-DoF Grasp Pose Detection"☆59Updated 11 months ago
- Official implementation of CVPR2024 paper "Generalizing 6-DoF Grasp Detection via Domain Prior Knowledge"☆31Updated 8 months ago