Seunghyeok Back's Projects
Implementation of 6-DoF GraspNet with tensorflow and python. This repo has been tested with python 2.7 and tensorflow 1.12.
[ICRA 2021] AdaGrasp: Learning an Adaptive Gripper-Aware Grasping Policy
Hand-eye calibration integration using aruco_ros and VISP
instance segmentation and 6d object pose estimation for furniture assembly project
Official Code: Implicit 3D Orientation Learning for 6D Object Detection from RGB Images
Reinforcement learning resources curated
An awesome README template to jumpstart your projects!
A procedural Blender pipeline for photorealistic training image generation
A Python toolkit of the BOP benchmark for 6D object pose estimation.
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement
Real-time Anchor-Free Instance Segmentation, in CVPR 2020
Python module to extract comments from source code files of various types.
Efficient 6-DoF Grasp Generation in Cluttered Scenes
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Deep Object Pose Estimation (DOPE) ā ROS inference (CoRL 2018)
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
End-to-End Object Detection with Transformers
Repository for reading the Dex-Net 2.0 HDF5 database of 3D objects, parallel-jaw grasps, and robust grasp metrics
Simple ROS driver for DIGIT tactile sensor
Simple, straighforward ROS library for hand-eye calibration
easy socket programming between python 2 and 3 without compatibility issues
Simultaneous localization and mapping using fiducial markers.
A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator
Code Repository for GenDexGrasp: Generalizing Dexterous Grasping across Robotic Hands via Contact Map Matching
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation