github.com/wwntAI · 6 repositories

Open Source Community

OPEN SOURCE COMMUNITY

The official and only open-source organization of Guangdong Wanwu Nita Robotics Co., Ltd. 4 public repositoriesFree access to low-level SDKs, simulation demos, and algorithm projects. 2 private repositoriesholding complete paid teaching materials and industrial customization projects. Hardware is fully decoupled, with public/private tiers covering teaching, competition, and research.

6
Total repositories
4
Public Repositories
3
License types
5
Training deployment path
01 / ARCHITECTURE

Repository Architecture Overview

Hardware fully decoupled, public/private repos separated, flexible combination by need

Public Repositories

Accessible to all · free Clone/Fork/Star

wwntAI_LinkerHand_Edu
Dexterous hand standalone teaching SDK · simulation · teleoperation
Apache 2.0
wwntAI_OpenArm_Edu
Dual-arm teaching code · ROS2 · VLA
GPL-3.0
wwntAI_MiniPI_Plus_Edu
20-DOF humanoid full-stack code · Sim2Real
GPL-3.0
wwntAI_Sim_Twin_Tools
General Simulation · Digital Twin · Sim2Real Toolkit
AGPL-3.0

Private Restricted Repositories

Open to authorized customers only · commercial confidentiality

wwntAI_Course_Docs
Full tiered course PPTs · lab guides · training lab plans
PRIVATE
wwntAI_Industry_Project
Industrial lines · custom labs · MES integration
PRIVATE
terminal
1$ git clone https://github.com/wwntAI/wwntAI_OpenArm_Edu.git
2Cloning into 'wwntAI_OpenArm_Edu'...
3✓ Repository cloned successfully
4$ cd wwntAI_OpenArm_Edu && bash install_env.sh
5→ Setting up ROS2 environment...
02 / PUBLIC REPOSITORIES

Public Repository Details

Low-level SDKs, simulation demos, and algorithm projects — barrier-free for global developers

wwntAI_LinkerHand_Edu

LinkerHand Bionic Dexterous Hand — Standalone Teaching

Apache 2.0

Fully deployable and teachable independent of the robotic arm. Aligned with the upstream linker-bot ecosystem; low-level drivers under Apache 2.0, freely modifiable for commercial use.

CAN/C++/Python SDK ROS2 full-stack Isaac hand simulation Desktop vision grasping Motion-capture glove / VR teleoperation Multimodal dataset collection
Website → Hardware → LinkerHand standalone desktop dexterous hand training kit Repository

wwntAI_OpenArm_Edu

OpenArm Dual-arm Teaching

GPL-3.0

The bare standard gripper completes all required courses; the dexterous hand is an optional add-on. Unrestricted for on-campus use; commercial derivatives must fully open-source their code.

Full-body motion library ROS2 MoveIt2 motion planning Stereo AI defect inspection Web digital twin Voice LLM control Isaac Sim2Real RL Optional_LinkerHand extension
Website → Hardware → OpenArm Standard / Waist-Neck Edition Repository

wwntAI_MiniPI_Plus_Edu

Mini Pi Plus 20-DOF Humanoid Full-stack

GPL-3.0

A 20-DOF humanoid with eight fully independent core teaching modules — an embodied intelligence research platform for undergraduate theses, graduate projects, and innovation competitions.

Full-body motion library Isaac humanoid simulation Sim2Real transfer Offline speech ASR/TTS LLM voice command control Human pose digital twin Compliant drag teaching VLA end-to-end grasping Optional_Dex_Hand extension
Website → Hardware → Mini Pi Plus humanoid Repository

wwntAI_Sim_Twin_Tools

General Simulation · Digital Twin · Sim2Real Toolkit

AGPL-3.0

Common tools across all product lines with no hardware coupling. Unrestricted local offline use; providing services via web/cloud requires fully open-sourcing the code.

Isaac Lab watermark-free recording Web digital twin frontend/backend ONNX/TensorRT/RKNN conversion Pose retargeting algorithms Unified ROS message packages Audio denoising tools
Website → Capabilities → Simulation / Digital Twin / Sim2Real Repository
03 / PRIVATE REPOSITORIES

Private Restricted Repositories

Access granted after hardware purchase + school-enterprise agreement + business review

wwntAI_Course_Docs

PRIVATE

Full tiered teaching materials · lab construction plans · school-enterprise documents

Four independent course packages, each mapped to open-source code repos with fully decoupled hardware. Institutions can purchase hardware and obtain documents separately.

📁 OpenArm dual-arm course system/
📁 MiniPi humanoid course system/
📁 LinkerHand dexterous hand course system/
📁 OpenEmbeddy multi-functional AI training kit course system/
📁 School-enterprise cooperation documents/
📁 Commercial marketing materials/
Website → Teaching Services → Tiered Curriculum Authorization required

wwntAI_Industry_Project

PRIVATE

Industrial automation lines · custom lab commercial projects

Subdirectories fully isolated and independent, holding on-site debugging code, factory MES integration, custom AI defect-detection models, and acceptance documents.

OpenArm adhesive workpiece sorting/inspection line full project
LinkerHand precision assembly workstation project
Mini Pi humanoid collaborative custom project
OpenEmbeddy embedded AI training kit custom project
Website → Production Lines → Intelligent Sorting & Inspection Workstation Authorization required
04 / LEARNING PATHS

Tiered Training Deployment Path

Public code + private courseware, flexible purchasing and course launch

01

Low-cost entry — LinkerHand dexterous hand only

For: freshman mechatronics and AI basic training, no arm needed

Clone: wwntAI_LinkerHand_Edu Clone: wwntAI_Sim_Twin_Tools Apply: Course_Docs → Dexterous Hand curriculum
02

Industrial robot standard teaching — OpenArm dual-arm only

Delete the Optional_LinkerHand directory for pure dual-arm teaching with no dependencies

Clone: wwntAI_OpenArm_Edu Clone: wwntAI_Sim_Twin_Tools Apply: Course_Docs → OpenArm curriculum
03

Humanoid embodied AI research — Mini Pi Plus only

Access full humanoid curriculum lectures, theses, and competition guides

Clone: wwntAI_MiniPI_Plus_Edu Clone: wwntAI_Sim_Twin_Tools Apply: Course_Docs → Humanoid curriculum
04

Embedded AI basics — OpenEmbeddy training kit only

For computer science, embedded, and AI basics; no robot needed

Clone: wwntAI_Sim_Twin_Tools Apply: Course_Docs → OpenEmbeddy curriculum
05

Advanced integrated lab — full hardware set

FULL STACK

Supports dual-arm assembly, humanoid fine manipulation, multimodal VLA grasping, and embedded AI training for advanced theses, competitions, and research.

Clone: all 4 public repositories Apply: full access to both private repositories Enable: all Optional extension folders
05 / LICENSE OVERVIEW

Unified License Disclosure

Compliant and controllable, with clear on-campus and commercial licensing

GPL-3.0

GNU GPLv3

Applies to: OpenArm_Edu · MiniPi_Plus_Edu

  • No mandatory open-source requirement for on-campus labs, teaching, or theses
  • Selling hardware or delivering commercial platforms after modification requires fully open-sourcing derivative code
  • Closed-source repackaging and resale as similar teaching products is prohibited
  • For commercial closed-source licensing, contact our business channel
Apache 2.0

Apache License 2.0

Applies to: LinkerHand_Edu

  • Aligned with the upstream linker-bot ecosystem
  • Freely modifiable and commercializable
  • Only retain the original copyright notice
AGPL-3.0

GNU AGPLv3

Applies to: Sim_Twin_Tools

  • No mandatory open-source requirement for local offline use
  • Providing services via web/cloud/online platforms requires fully open-sourcing the code
  • Unauthorized replication of digital-twin online services for profit is prohibited

Private Repository Confidentiality Statement

wwntAI_Course_Docs and wwntAI_Industry_Project are internal paid deliverables of Guangdong Wanwu Nita Robotics Co., Ltd., for teaching use only by contracted institutions/enterprises. Copying, forwarding, commercial reuse, or public disclosure is prohibited. Access is granted only after business review; sharing accounts or leaking internal materials is prohibited.

06 / UNIFIED STANDARDS

Unified Repository Standards

Standardized base files · asset routing · access control

Standardized Base Files

README.md Company entity · website link · hardware adaptation · deployment guide
install_env.sh One-click Ubuntu environment deployment
requirements.txt Complete Python/ROS dependency list
.gitignore Filters videos / datasets / model weights / caches
LICENSE Corresponding license text

Asset Routing

Simulation recordings and data-collection scripts go to public repos; full teaching videos, large datasets, and 3D model packages are not uploaded to GitHub.

Public repos → scripts, code, small demos
Website download center → cloud links (videos / datasets / models)
Private repos → companion courseware assets

Access Control Rules

Public repositories:Open to global users for Clone, Fork, Star, supporting teaching and non-commercial secondary development
Private repositories:Access granted after business review; sharing accounts or leaking materials is prohibited
07 / ECOSYSTEM HONORS

Ecosystem Honors & Recognition

Authoritative recognition of our products and open-source platforms in competitions, academia, and the developer community

Competition

Mini Pi Plus sweeps RoboCup finals

All eight finalists used the Mini Pi Plus platform, reaffirming its value as the standard platform for university robotics competitions.

Open Source

Panthera-HT open-source release ignites the developer ecosystem

The sub-0K six-axis arm goes open source, becoming the standard hackathon robotic arm this month.

Academic

Panthera-HT becomes the official ICRA 2026 standard platform

The official standard platform for the ICRA 2026 WBCD Challenge, a top international robotics conference.

github.com/wwntAI

Start Your Open-source Journey

Clone public repos for free evaluation → after purchasing hardware, gain private repo access for full teaching materials, completing lab deployment in one stop.