Zhipeng Dong's repositories
Structure-Light-Reconstructor
Structure light based software for 3D reconstruction.
drv_package_v2
Robot Vision System based on ROS and Deep Learning technology
dgn-pytorch
Code for the ICRA 2019 paper: Depth Generation Network (DGN): Estimating Real World Depth from Stereo and Depth Images.(https://ieeexplore.ieee.org/document/8794315)
caffe-segmentation
Train/eval code for DilatedConv [Yu, ICLR'16], DeepLab-v2 [Chen, Arxiv'16], PSPNet [Zhao, CVPR'17]
caffe-segnet-cudnn5
This repository was a fork of BVLC/caffe and includes the upsample, bn, dense_image_data and softmax_with_loss (with class weighting) layers of caffe-segnet (https://github.com/alexgkendall/caffe-segnet) to run SegNet with cuDNN version 5.
darknet_ros
YOLO ROS: Real-Time Object Detection for ROS
deeplab-public-ver2
This repo is modified from deeplab-public-ver2 with some customized codes
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
dmp
This ROS package is a general, robot-agnostic implementation of dynamic movement primitives (DMPs).
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
franka_gazebo
A simple ROS Gazebo package for Franka Panda robot arm.
information-maximizing-variational-autoencoders
A PyTorch implementation of InfoVAE: Balancing Learning and Inference in Variational Autoencoders by Zhao et al.
robot_upstart
ROS package of helper functions related to bringing up roslaunch on system startup.
SegNet-Tutorial
Files for a tutorial to train SegNet for road scenes using the CamVid dataset
WorldModels
An implementation of the ideas from this paper https://arxiv.org/pdf/1803.10122.pdf