LLMs vs Specialised Vision APIs: Image Processing Showdown
Oleg Tagobitsky Oleg Tagobitsky

LLMs vs Specialised Vision APIs: Image Processing Showdown

As AI continues to transform the way we process visual information, a new question arises: should you rely on powerful multimodal large language models or stick with specialised vision APIs? This blog post explores the strengths, weaknesses, and ideal use cases for both approaches — and reveals why the smartest strategy may be to combine them. From automated product tagging to content moderation and document analysis, discover how to build more accurate, scalable, and cost-effective image processing pipelines using the right tools for the job.

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Computer Vision Technologies 2026: What to Expect
Oleg Tagobitsky Oleg Tagobitsky

Computer Vision Technologies 2026: What to Expect

Computer vision is evolving faster than ever — reshaping how businesses interact with the visual world. From smarter retail displays and automated quality control to privacy-first AI and powerful image-to-text models, this year marks a turning point in how machines “see” and respond. In this post, we explore the top trends driving this shift, how industries are putting vision AI to work, and why combining ready-to-use APIs with custom development is the key to long-term success. Whether you're launching a new product or optimizing operations, understanding the future of computer vision starts here.

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Multimodal AI: Bridging Text and Visual Data
Oleg Tagobitsky Oleg Tagobitsky

Multimodal AI: Bridging Text and Visual Data

Multimodal AI is reshaping how we connect text and images — powering smarter search, richer content automation and next-gen customer experiences. In this blog post, we explore how technologies like CLIP, GPT‑4V and cross-modal transformers are transforming industries by bridging language and vision. Discover real-world use cases, practical strategies for building your own multimodal pipelines and how cloud APIs for OCR, labeling and background removal can jumpstart your success. Whether you're aiming for better search, automated captions or interactive visual chatbots, now is the perfect time to harness the full power of multimodal intelligence.

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The Future of Computer Vision: Trends to Watch
Oleg Tagobitsky Oleg Tagobitsky

The Future of Computer Vision: Trends to Watch

Delve into the transformative world of computer vision and uncover the trends that are redefining how machines perceive and interact with visual data. From the latest advancements in deep learning architectures like Vision Transformers to the real-time capabilities unlocked by edge computing, this exploration highlights the fusion of computer vision with natural language processing and the rise of multimodal AI. Understand the ethical considerations surrounding data privacy and bias and discover how API-based and custom solutions are making sophisticated image processing accessible across industries. Stay ahead of the curve by embracing these innovations that are not only shaping technology but also driving business competitiveness in a rapidly evolving digital landscape.

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