Embodied Intelligence: From Data Scarcity to Real-World Robotic Manipulation – JD Explore Academy’s System Architecture and Research Advances

The article outlines JD Explore Academy’s recent embodied‑intelligence research, describing the challenges of data scarcity and precise manipulation, their ROS‑based high‑extensibility system architecture, dual‑arm teleoperation technology, a data‑efficient end‑effector imitation method, and the open JD ManiData dataset that together push robots from lab demos to practical tasks such as coffee‑making.

AIDatasetEmbodied Intelligence

0 likes · 7 min read

Embodied Intelligence: From Data Scarcity to Real-World Robotic Manipulation – JD Explore Academy’s System Architecture and Research Advances

21CTO

Nov 27, 2024 · Backend Development

How Rust Is Transforming Robotics Control Systems – An Inside Interview

In this interview, AMP Robotics' robot architect Carter Schultz explains how adopting Rust reshaped their facility‑wide control system, the challenges of migrating from C++/Python, the role of ROS microservices, and practical advice for engineers entering robotics.

MicroservicesROScontrol systems

0 likes · 17 min read

How Rust Is Transforming Robotics Control Systems – An Inside Interview

Python Programming Learning Circle

May 26, 2022 · Backend Development

Compiling cv_bridge for ROS Melodic with Python 3 (System and Conda Environments)

This guide details step‑by‑step instructions for setting up Ubuntu 18.04 with ROS Melodic, installing required packages, compiling cv_bridge using both the native Python 3.6 environment and a Conda‑based Python 3.x environment, troubleshooting common build errors, and verifying the installation.

ROSROS MelodicUbuntu

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Compiling cv_bridge for ROS Melodic with Python 3 (System and Conda Environments)

Code DAO

Dec 22, 2021 · Artificial Intelligence

Implementing End-to-End Robot Vision Service with a Fisheye Camera and ROS on TurtleBot3

This article details a step‑by‑step implementation of visual servoing for a TurtleBot3 using a fisheye camera, ROS Melodic, OpenCV ArUco markers, camera calibration, A‑star path planning, and ROS publishers to move, avoid obstacles, and park precisely at a target pose.

A-starArUcoOpenCV

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Implementing End-to-End Robot Vision Service with a Fisheye Camera and ROS on TurtleBot3

Alibaba Cloud Native

Aug 15, 2020 · Operations

Master Alibaba Cloud ROS Templates: A Step‑by‑Step Guide to Automate Resource Orchestration

This guide walks you through the challenges of rapid system provisioning, explains the benefits of Alibaba Cloud Resource Orchestration Service (ROS), and provides detailed, IDE‑integrated steps for creating, managing, and deploying ROS templates and resource stacks efficiently.

Alibaba CloudAutomationIDE

0 likes · 11 min read

Master Alibaba Cloud ROS Templates: A Step‑by‑Step Guide to Automate Resource Orchestration