#semantic segmentation
140 related articles
Tutorials·1 min
Coze Workflow Tutorial: One-Click Historical Short Video Generation – Complete Guide
Step-by-step Coze workflow tutorial using DeepSeek V3 + CapCut to automate historical short video production. Covers script generation, AI image creation, voice synthesis, and CapCut draft output in 6 modules.
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Tutorials·3 min
Xingliu Agent Tutorial: Precision Editing, Smart Layer Splitting, and Batch Image Generation — A Complete Hands-On Guide
A complete Xingliu Agent tutorial covering click-to-edit precision, one-click layer splitting, smart Mockup fitting, and batch style generation — boost your design output 10x.
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Tutorials·2 min
Coze Knowledge Base Setup Tutorial: A Practical Guide to RAG Retrieval and Workflow Configuration
Learn how to build a Coze knowledge base with RAG retrieval and workflow configuration. Covers document chunking strategies, agent setup, and enterprise Q&A.
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Tech Frontiers·3 min
The Sony AI Camera Assistant Controversy Explained: Suggestions Only, No Photo Manipulation — Xperia's Imaging Philosophy Stays the Course
Sony responds to the Xperia 1 XIII AI Camera Assistant controversy, clarifying the AI only offers shooting suggestions — not photo edits. Full breakdown of how it works and industry implications.
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Deep Dives·5 min
Hugging Face Transformers: A Comprehensive Guide to the 160K-Star Open-Source AI Framework
Comprehensive guide to Hugging Face Transformers, the 160K-star GitHub framework—covering architecture, multimodal support, quantization, and inference optimization for loading, fine-tuning, and deploying pre-trained models.
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Tutorials·4 min
Shopify Agent Cold Start in Practice: A Three-Step Method for Training Production-Grade AI with Zero Conversation Data
Shopify's production AI Agent cold start approach: zero real conversation data, reverse-engineering training samples from existing business workflows, fine-tuning Qwen-32B for 2.2x speed gain and 60% cost reduction.
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Tutorials·4 min
RAGFlow Deployment Tutorial: Complete Hands-On Guide from Docker Installation to Agent Workflows
Step-by-step RAGFlow deployment guide: Docker setup, DeepSeek model integration, knowledge base creation, document parsing, chat assistants, and Agent workflow orchestration with website embedding and API usage.
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Product Reviews·3 min
Alibaba Qoder vs Cursor, Trae, Claude Code: In-Depth Review of 4 Major AI Coding Tools in 2025
In-depth comparison of Alibaba Qoder, Cursor, Trae, and Claude Code across architecture, features, and use cases to help developers choose the best AI coding tool.
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Tutorials·3 min
LangChain Multimodal in Practice: Image Recognition with ChatPromptTemplate
Learn how to use LangChain's ChatPromptTemplate for multimodal image recognition with URL, Base64, and local path inputs, plus PySide6 desktop app integration.
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Product Reviews·3 min
GPT Image 2 vs Nano Banana 2: E-commerce Image Generation Showdown Across 5 Key Scenarios
Hands-on comparison of GPT Image 2 vs Nano Banana 2 across 5 e-commerce scenarios: posters, character consistency, nine-grid displays, scene control, and background replacement with Chinese text analysis.
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Tutorials·2 min
Dify Java Client: Best Practices for Integrating AI into Java Projects
dify-java-client is an open-source Java client library for integrating Dify's generative AI capabilities. It supports chat, text generation, workflows, and knowledge base APIs with streaming responses and type-safe wrappers for enterprise scenarios.
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Tutorials·4 min
Coze AI Agent Tutorial: A Complete Guide to Building AI Agents from Scratch
Complete guide to building AI agents on Coze from scratch, covering LLM configuration, prompt writing, plugin integration, knowledge base setup, and memory systems.
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Deep Dives·4 min
Hugging Face Transformers: Deep Dive into the 160K-Star Open Source AI Framework
Deep dive into Hugging Face Transformers: the 160K-Star open-source framework covering Pipeline API, Auto Classes, multi-modal models, and the full HF ecosystem for AI inference and training.
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Product Reviews·3 min
MaxKB Open-Source Agent Platform: A Deep Dive into the 20K-Star Enterprise Knowledge Base RAG Solution
Deep dive into MaxKB, an open-source enterprise agent platform with 20K+ GitHub Stars. Explore its RAG capabilities, multi-model integration, visual orchestration, and comparison with Dify and FastGPT.
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Tutorials·3 min
Complete Guide to ComfyUI-Impact-Pack: Essential Plugin for Face Restoration & Image Enhancement
Complete guide to ComfyUI-Impact-Pack's core features: FaceDetailer for face restoration, Detectors, Upscalers, and Pipe systems to fix facial distortion and blurry details in AI-generated images.
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Product Reviews·2 min
Fast Image Skills: A Detailed Guide to the Ready-to-Use Image Processing Skill Library for AI Agents
Fast Image Skills is an open-source Python project providing ready-to-use image processing skills for AI agents like Claude Code and Cursor, featuring background removal and auto-crop capabilities.
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Deep Dives·4 min
Hugging Face Transformers Deep Dive: Why This 160K-Star AI Open-Source Framework Has Become the Industry Standard
Deep dive into Hugging Face Transformers: core architecture, full-modality support, inference/training capabilities, and community ecosystem. Learn how this 160K-star project became the industry's AI infrastructure.
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Tutorials·5 min
The Complete Guide to Ollama: Run DeepSeek and Other LLMs Locally with a Single Command
Ollama is an open-source tool with 170K GitHub Stars that lets you run DeepSeek, Qwen, Kimi-K2.5 and other LLMs locally with one command. Learn about its model ecosystem, advantages, and use cases.
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Product Reviews·5 min
Career-Ops: The AI Job-Hunting Powerhouse with 40K Stars, an Open-Source Automation System Powered by Claude Code
Deep dive into Career-Ops, a GitHub project with 42K+ Stars. This Claude Code-powered AI job search system features 14 skill modes, PDF generation, batch processing, and a Go dashboard.
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Product Reviews·2 min
AI4Paper: A Zotero AI Plugin for One-Click Literature Reviews and Intelligent Search
AI4Paper is an open-source Zotero AI plugin supporting one-click literature reviews, intelligent search, and AI note management. Compatible with Zotero 7/8/9 and MCP protocol.
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