#image segmentation
130 related articles
Research·1 min
NVIDIA Synthetic 3D Medical Imaging: How AI-Generated Data Breaks the Training Bottleneck
NVIDIA's large-scale synthetic 3D medical imaging solution uses diffusion models to generate realistic CT/MRI data, solving data scarcity, privacy, and annotation cost challenges in medical AI.
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Tutorials·2 min
OpenCode in Practice: Building a Fully Automated YOLOv8 Object Detection Pipeline with Zero Code
Learn how to use OpenCode's Skill model to automate the entire YOLOv8 object detection workflow — from camera recording and auto-annotation to training and real-time detection — with zero code in just two hours.
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Expert Opinions·2 min
Not Making Money with Your AI Side Hustle? 3 Fatal Mistakes Are Holding You Back
Why can't you make money with AI side hustles? This article reveals 3 fatal mistakes: lacking business systems, replacing data with guesswork, and monetizing by intuition.
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Product Reviews·2 min
A Gaming Newbie Makes an RPG with AI: Full-Pipeline AI Development of 'Still Haven't Ascended'
A gaming newbie independently built a 2D ARPG demo using AI tools, covering scene generation, frame-by-frame animation, and LLM-driven dynamic dialogue systems.
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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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Product Reviews·3 min
OpenAI Codex Free Tier Real-World Test: Only 20 Uses Per Week, Bug Fix Battle Comparison
Real-world testing shows OpenAI Codex free accounts get only ~20 calls per week. A text-to-video black screen bug fix case reveals Codex's superior capability vs other AI coding tools.
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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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Tutorials·2 min
Getting Started with Physical AI Robot Full-Stack Development: A Complete Tech Stack Guide from Hardware to ROS2
A beginner's guide to physical AI robot development covering the complete tech stack from GPU hardware, Linux, Python, deep learning, computer vision to ROS2, with a clear learning roadmap.
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Tutorials·2 min
Coze Tutorial: Complete Hands-On Guide to Building AI Agents Without Code
Complete guide to building AI agents on Coze with zero code, covering prompts, LLM parameters, plugins, knowledge bases, and memory functions.
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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
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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Tech Frontiers·3 min
Hugging Face Open-Source Agent Ecosystem Explained: From Local Deployment to AI-Automated Training
Deep dive into Hugging Face's open-source Agent ecosystem: open models matching closed-source performance, local deployment options, Skills for conversational model training, and MCP integration.
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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·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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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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