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…Aug 25, 2023Aug 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…Sep 2, 2023Sep 2, 2023
John Solomon LegarainThe Science of NetworksConnections and Sparks: Network Analysis Meets Speed DatingDecoding Speed DatingAug 4, 2023Aug 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…Jun 18, 2023Jun 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…Jun 18, 2023Jun 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…Jun 18, 2023Jun 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…Jun 18, 2023Jun 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…Jun 18, 2023Jun 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…Jun 18, 2023Jun 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…Jun 11, 2023Jun 11, 2023
