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Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
May 19, 2025 · Artificial Intelligence

What Is AI MCP and How It Revolutionizes Model Integration?

AI MCP (Model Context Protocol) is an open protocol that standardizes communication between large language model applications and external data sources or tools, offering pre‑installed services, fast registration, ecosystem openness, and automatic discovery within Huawei Cloud ModelArts Studio, while eliminating the need for per‑API integration code.

AIHuaweiIntegration
0 likes · 7 min read
What Is AI MCP and How It Revolutionizes Model Integration?
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Feb 24, 2025 · Artificial Intelligence

Generate Game Code Instantly with DeepSeek V3 on Huawei Cloud

This tutorial walks you through configuring a Huawei Cloud host, installing the AutoGen framework, setting up DeepSeek V3 model API keys, and using the model to automatically generate Python code for a graphical two‑player battle game, complete with step‑by‑step instructions and sample commands.

AI code generationAutoGenDeepSeek
0 likes · 9 min read
Generate Game Code Instantly with DeepSeek V3 on Huawei Cloud
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Jun 1, 2022 · Artificial Intelligence

How AI Beats Super Mario with PPO in 5 Minutes

This tutorial demonstrates how to use Huawei Cloud ModelArts and the Proximal Policy Optimization (PPO) reinforcement‑learning algorithm to train an AI agent that can clear most Super Mario levels within about 1500 episodes, even for users with no coding experience.

AIGame AIModelArts
0 likes · 6 min read
How AI Beats Super Mario with PPO in 5 Minutes
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Aug 20, 2021 · Artificial Intelligence

Training a DQN AI to Master 2048: Step-by-Step Guide

This article walks through using reinforcement learning with a Deep Q‑Network in PyTorch to train an AI agent that plays the 2048 puzzle game, covering environment setup, algorithm implementation, network design, and a short training run that achieves a score of 256.

2048AIDQN
0 likes · 8 min read
Training a DQN AI to Master 2048: Step-by-Step Guide
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Dec 10, 2020 · Artificial Intelligence

Can AI Revolutionize Waste Sorting? Market Trends, Challenges, and Fast‑Track Solutions

This article explores how AI is being applied to waste classification—from smart trash cans and autonomous garbage trucks to deep‑learning models—while highlighting data‑labeling hurdles, model selection pitfalls, and how platforms like Huawei Cloud ModelArts can streamline development.

AIImage RecognitionModelArts
0 likes · 6 min read
Can AI Revolutionize Waste Sorting? Market Trends, Challenges, and Fast‑Track Solutions
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Jul 29, 2020 · Artificial Intelligence

Boosting Small Industrial Image Datasets with ModelArts Augmentation and Evaluation

This article describes a practical workflow for expanding a limited industrial solar‑panel defect dataset using flip augmentation, ModelArts smart labeling, and targeted data‑balancing techniques, then evaluates the impact on a ResNet‑50 classifier with detailed accuracy and recall metrics, demonstrating how thoughtful augmentation can improve defect detection performance.

ModelArtsdata augmentationdeep learning
0 likes · 10 min read
Boosting Small Industrial Image Datasets with ModelArts Augmentation and Evaluation
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Jun 2, 2020 · Artificial Intelligence

How to Transition into AI: Real Stories, Tools, and a Practical Roadmap

This article shares personal journeys of five Huawei AI experts, recommends essential AI books, walks through setting up PyCharm with ModelArts for hands‑on model training, and outlines a three‑stage AI career roadmap—from practical coding to mastering principles and deploying inference—offering actionable guidance for anyone looking to break into artificial intelligence.

AI DeploymentAI career transitionModelArts
0 likes · 34 min read
How to Transition into AI: Real Stories, Tools, and a Practical Roadmap
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Oct 15, 2019 · Artificial Intelligence

How ModelArts Powers AI Development and Seamless Edge‑Cloud Deployment

This article reviews Huawei's ModelArts platform, detailing its data processing, algorithm development, high‑performance training, edge‑cloud model deployment, auto‑learning capabilities, and real‑world use cases such as invisible payment and intelligent waste classification, while outlining future ecosystem prospects.

AI PlatformAutoMLEdge computing
0 likes · 14 min read
How ModelArts Powers AI Development and Seamless Edge‑Cloud Deployment
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Aug 30, 2019 · Artificial Intelligence

Distinguish Leopards vs Jaguars Using ModelArts AutoML

This guide walks you through configuring Huawei Cloud ModelArts, creating an AutoML image‑classification project, labeling cat and leopard photos, training a model, deploying it as an online service, and testing predictions to accurately differentiate between leopards and jaguars.

AIHuawei CloudModelArts
0 likes · 5 min read
Distinguish Leopards vs Jaguars Using ModelArts AutoML