How to Find Similar Images Using Math
A gentle introduction to image retrieval and neural networks — covering color histograms, SIFT keypoints, RANSAC geometric verification, and deep neural codes using DenseNet-161.
Researcher, engineer, and writer. I build systems, explore ideas, and share what I learn along the way.
A gentle introduction to image retrieval and neural networks — covering color histograms, SIFT keypoints, RANSAC geometric verification, and deep neural codes using DenseNet-161.
Evaluating compression techniques for neural codes in image retrieval tasks, comparing PCA and LDA across ResNet-50, DenseNet161, and VGG16 architectures.
Discover natural destinations, support local communities, and explore responsibly.
A personal portfolio and blog built with Astro, emphasizing readability, performance, and long-term maintainability.