HMHimanshu Mauryainhimanshumaurya.hashnode.dev·Feb 1, 2025 · 14 min readTalking to Pathology ImagesThe field of Vision-Language Models (VLMs) has witnessed a rapid surge, with diverse approaches emerging, including MultiModal Large Language Models (MLLMs) and Large Multimodal Models (LMMs). Notable examples of these models include Flamingo, LLaVA,...00
HMHimanshu Mauryainhimanshumaurya.hashnode.dev·Jan 1, 2025 · 15 min readFoundational Models in Digital PathologyFoundational models represent a significant advancement in machine learning, characterized by their large-scale training on extensive datasets comprising unlabeled or semi-labeled data. These models exhibit remarkable versatility, serving as a basis ...00
HMHimanshu Mauryainhimanshumaurya.hashnode.dev·Aug 14, 2022 · 3 min readBrief Linear Algebra ReviewVector Space: We define vector space as a set of all elements that are closed under vector addition and scalar multiplication operations. (closed means that after some operation on vector you will again get vector) Norm: Norm is a function that takes...00
HMHimanshu Mauryainhimanshumaurya.hashnode.dev·Jul 13, 2022 · 3 min readInterest Point DetectionLocal features: Detection: Identify the interest points Description: Extract feature vector descriptor surrounding each interest point. Matching: Determine correspondence between descriptors in two views Interest Point: Expressive texture: The po...00
HMHimanshu Mauryainhimanshumaurya.hashnode.dev·Jul 10, 2022 · 2 min readDiving more into Edge detectionIf you have not read my previous blog then kindly read it at this blog, as it will be a lot helpful to understand this blog :) In the previous blog, I have talked about prewitt and sobel edge detection methods, so lets move on to others. Marr hildre...00
