Behind the scenes of the development of "AI Minarai" - thorough testing to apply general-purpose AI to hotel customer service January 22, 2026
What is PoC in AI development? Explaining how to proceed with proof of concept, implementation examples, and challenges! January 22, 2026
What are NLU and NLG? Explaining their significance, differences, and application areas in natural language processing! January 22, 2026
What is fine tuning? Differences from transfer learning and RAG, creation steps, application examples, and points to note! January 22, 2026
What is image generative AI? Explaining its mechanisms, types, system development methods, and challenges! January 22, 2026
What is video generation AI? Explaining how it works, the types of tools, implementation procedures, challenges, and use cases! January 22, 2026
What is LiDAR? A thorough explanation of use cases, challenges to realizing it, and implementation procedures! January 21, 2026
What is an LLM? Explaining the system, types, benefits, implementation procedures, and use cases! January 21, 2026
What is RAG? Explaining its structure, functions, installation procedures, use cases, and points to note! January 21, 2026
What is text annotation? Explaining the types, why it's important in natural language processing, examples of its use, and points to note! January 21, 2026
Comparing 12 recommended annotation tools! Explaining what to look for and how to choose when you're unsure January 21, 2026
What is panoptic segmentation? Explaining how it works, how it differs from other methods, and examples of its use! January 21, 2026
What is instance segmentation? A thorough explanation of the differences from semantics, representative models, methods, and advantages! January 21, 2026
What is anomaly detection? A thorough explanation of the machine learning models, methods, and use cases used! January 21, 2026
What is voice annotation? Explaining the types, methods, use cases, and points to note! January 21, 2026
What is voice recognition? Explaining the mechanism, functions, AI system development procedures, examples, and points to note! January 21, 2026
What is image classification? A thorough explanation of AI models, creation flow, use cases, and points to note! January 21, 2026
What is visual inspection? Explaining the methods, equipment, operation methods, and advantages and disadvantages of AI-based inspection, as well as points to note! January 21, 2026
How to annotate Images: A thorough explanation of the methods, procedures, points to note, and whether to outsource or do it in-house! January 21, 2026
What is sentiment analysis? Explaining the mechanism, methods, benefits of using AI, examples, and points to note! January 21, 2026
What is facial recognition? Explaining how it works, the differences with facial recognition, benefits, examples, and points to note! January 20, 2026
What is pose estimation? A thorough explanation of the AI technology used, examples, procedures, and the importance of annotation! January 20, 2026
What is natural language processing? A thorough explanation of the types of annotations required, how they work, and the workflow! January 20, 2026
What is video analytics? A thorough explanation of how it works, its benefits, use cases, and points to note! January 20, 2026
How to annotate videos? Explaining the benefits, methods, and points to note when doing it in-house or outsourcing! January 20, 2026
What is prompt engineering? Explaining basic and applied techniques, examples, and tips! January 20, 2026
What are the security risks of generative AI? Explaining security measures to prevent misuse January 20, 2026
What are generative AI prompts? Explaining tips for using LLM effectively, business examples, and points to note! January 20, 2026
What is generative AI? Explaining the types, mechanisms, advantages, disadvantages, and use cases! January 19, 2026
Does generative AI constitute copyright infringement? Explaining the problematic conditions, examples, and countermeasures! January 19, 2026
What is training data? How is it different from learning data? How much do you need? We explain how to create it in-house or outsource it, and what to be careful of when collecting it! January 19, 2026
A summary of the latest examples of companies using generative AI! A thorough explanation of the benefits and implementation methods. January 19, 2026
What is AI-based character recognition (AI-OCR)? A thorough explanation of the process, advantages, disadvantages, and key points to consider when implementing it! January 19, 2026
A thorough explanation of how to collect data for machine learning! The steps to building a dataset and the benefits of outsourcing January 16, 2026
How does object detection work? A thorough explanation of the amount of data required, use cases, and construction steps! January 16, 2026
What is a bounding box? How is it used in YOLO? A thorough explanation of the advantages and disadvantages of object detection methods January 16, 2026
What is semantic segmentation? Explaining types, methods, and image processing application examples! January 16, 2026
What is image recognition? Types, mechanisms, AI development processes, case studies and key considerations. January 16, 2026
The importance of establishing annotation rules: Introduction to examples and key points January 16, 2026
What is annotation? Why is it necessary for AI use? Explaining the process and work involved January 16, 2026
What are the costs and market prices of annotation? Ways to keep costs down and what to look for when outsourcing! January 16, 2026
How do you assess the quality of training data? What are the methods and technical levels to improve accuracy and quality? January 16, 2026
Should I outsource to an annotation company or do it in-house? How to choose a company? A comprehensive guide to the benefits of outsourcing! January 16, 2026
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