F2Wang's repositories
ObjectDatasetTools
Tools to create pixel-wise object masks, bounding box labels (2D and 3D) and 3D object model (PLY triangle mesh) for object sequences filmed with an RGB-D camera. This project prepares training and testing data for various deep learning projects such as 6D object pose estimation projects singleshotpose, as well as object detection and instance segmentation projects.
robotic-grasping
Antipodal Robotic Grasping using GR-ConvNet
Language:Python000
singleshotpose
This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).
trimesh
Python library for loading and using triangular meshes.
Language:PythonMIT000