Blog
This blog explores the foundations and frontiers of AI and computer vision. Whether you’re refreshing your basics or deep-diving into trends, you’ll find resources grounded in both research and real-world experience.
Helping readers build a solid understanding of essential AI and computer vision concepts.
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What’s the Real Difference between Image Processing, Analysis, and Computer Vision?
Terms like image processing, image analysis, and computer vision are often used interchangeably, but do they really mean the same thing?
Clarifying nuanced questions, exploring trends, and sharing actionable know-how based on real-world challenges and research.
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Dice Coefficient vs. IoU in Medical Image Segmentation
Dice Coefficient and Intersection over Union (IoU) are widely used to evaluate medical image segmentation. Both measure overlap between prediction and ground truth but behave differently. This post explains their differences, strengths, and offers guidance on choosing the right metric.
