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Chen Yiting's Projects

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

diff_rndf icon diff_rndf

Official Implementation for RNDF: "Differentiable Robot Neural Distance Function for Adaptive Grasp Synthesis on a Unified Robotic Arm-Hand System"

diverse-and-stable-grasp icon diverse-and-stable-grasp

This repository shares the code to replicate result from the paper Synthesizing Diverse and Physically Stable Grasps with Arbitrary HandStructures using Differentiable Force Closure Estimation

fcrn_pytorch icon fcrn_pytorch

Pytorch Implementation of paper "Deeper Depth Prediction with Fully Convolutional Residual Networks"

object2urdf icon object2urdf

Manage a library of objects for use in pybullet physics

pointnet_pytorch icon pointnet_pytorch

simple and clean implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation"

pybullet-urdf-models icon pybullet-urdf-models

Collection of urdf models (including part of YCB dataset). Made for robot manipulation and grasping simulation, tested with PyBullet.

tf_robot_learning icon tf_robot_learning

A generic tensorflow library for robotics: a bridge between robotics problem and modern machine learning architecture. Provides forward kinematics, Jacobians, rollouts of controlled dynamic system and various machine learning tools.

whu-thesis icon whu-thesis

:memo: 武汉大学毕业论文 LaTeX 模版 2021

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