PinnedJohn Solomon LegaraBinaryBites: ML-Driven Chip Classification in Manufacturing and Quality ControlMachine Learning is a buzzword you’ll hear a lot these days, especially if you’re diving into the world of tech. On the other hand, Image…10 min read·Aug 25, 2023----
John Solomon LegaraCultivating ML Model Ideas to Integration Through Deployment StrategiesEveryone loves the promise of machine learning. Companies across the globe harness its power, optimistic about its transformative nature…7 min read·Sep 2, 2023----
John Solomon LegarainThe Science of NetworksConnections and Sparks: Network Analysis Meets Speed DatingDecoding Speed Dating10 min read·Aug 4, 2023----
John Solomon LegaraTemplate Matching in Image Processing: A Beach Day ExampleHello everyone! Welcome back to my blog. For our ninth exploration into the world of image processing and machine learning, we’re going to…3 min read·Jun 18, 2023----
John Solomon LegaraUnlocking the Power of Image Transformations: A Practical GuideWelcome back! In our last few encounters, we’ve delved into quite a range of fascinating topics, but today, I’m excited to share with you a…5 min read·Jun 18, 2023----
John Solomon LegaraTransforming Theory into Practice: Applications of Image Processing in Machine LearningIn this seventh blog post, we’re putting our learnings from previous sessions into action as we develop a leaf classification algorithm, an…8 min read·Jun 18, 2023----
John Solomon LegaraSegmenting the Unseen: Exploring Chromaticity and Parametric SegmentationOur journey through image processing has led us to tackle more complex challenges, such as segmenting images based on less obvious color…3 min read·Jun 18, 2023----
John Solomon LegaraThresholds and Color Spaces: Exploring Otsu’s Method and Color SegmentationIn my fifth reflection on the “Introduction to Image Processing” elective, we journeyed into the heart of image segmentation, a critical…4 min read·Jun 18, 2023----
John Solomon LegaraFrom Blob Detection to RegionProps: Navigating Image Segmentation and Shape AnalysisEmbarking on a deeper exploration of image processing, my fourth reflection dives into the fascinating world of image segmentation and…4 min read·Jun 18, 2023----
John Solomon LegaraFrame-by-Frame: Tracking Emotions in Videos with AIIn today’s world, our deepest emotions often express themselves not through words but through the subtle nuances of our facial expressions…14 min read·Jun 11, 2023----