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Computer Vision at the Edge – Making Real-Time AI Work in the Wild
Computer Vision has made incredible progress in accuracy and capability over the past few years—but real-world deployments aren’t running...
Kunal Pruthi
4 min read


From Prototype to Production – Building Real-World Computer Vision Systems
If you’ve worked with Computer Vision (CV), you’ve probably seen this play out: a slick demo that nails object detection, a high mAP on a...
Kunal Pruthi
4 min read


Multimodal Intelligence – Why Vision Alone Isn’t Enough Anymore
Computer Vision systems have gotten good—very good—at detecting objects, segmenting pixels, and even generating realistic images. But in...
Kunal Pruthi
4 min read


What’s Next in Computer Vision – Trends That Are Shaping the Future
The world of Computer Vision is moving fast—faster than most people realize. We’re seeing breakthroughs that not only push model...
Kunal Pruthi
4 min read


Computer Vision in the Real World – Where It Works and Why
Introduction: From Proof-of-Concept to Production Computer Vision has long passed the “demo stage.” Across industries—some visible, many...
Kunal Pruthi
4 min read


From Pixels to Perception – How Computer Vision Is Evolving
Computer Vision has come a long way from the early days of edge detectors and handcrafted features. What started as a niche area of image...
Kunal Pruthi
3 min read
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