citbrains / GankenKun_webots

Control of humanoid robots on webots, walking, deep-learning, Bayesian-optimization
14 stars 4 forks source link
bayesian-optimization deep-learning humanoid-robot python robotics walking-pattern-generation

GankenKun_webots

This repository contains a proto file and a walking program to simulate GankenKun in webot.

It has the following features.

The environment including webot can be found below.
https://github.com/citbrains/webots

dockhub
https://hub.docker.com/r/citb/webots_citbrains

We participated in RoboCup2021 and got 4th place.
https://humanoid.robocup.org/rc2021/

How to build the program for walking

image

GankenKun_walking

A sample program of walking control using preview control
Ported from GankenKun_pybullet

Install

Execute

cd ~/GankenKun_webots/worlds
webots --batch walking.wbt

video

collect_keypoints

Automatic annotation system for collecting key point images for posture estimation

Install

Execute

cd ~/GankenKun_webots/worlds
webots --batch collect_keypoints.wbt

IMAGE