KVKumar Vishalinkumarvishal-ai.hashnode.dev·May 12 · 7 min readDINOv2: Learning Robust Visual FeaturesMain Problem Addressed The Introduction argues that computer vision still lacks a true “foundation model” equivalent to large language models: a system that produces universally useful visual feature00
KVKumar Vishalinkumarvishal-ai.hashnode.dev·Aug 30, 2025 · 5 min readDecoding: An Image is Worth 16x16 Words: Transformers for Image Recognition at ScaleVision Transformer (ViT) – High-level Take-aways Main problem addressed Convolutional Neural Networks (CNNs) dominate vision, yet they embed hand-crafted inductive biases (locality, translation equivariance) that may limit scalability. The paper as...00
KVKumar Vishalinkumarvishal-ai.hashnode.dev·Aug 30, 2025 · 1 min readAbout MeSeasoned technology leader with 15+ years in software design and development, specialising in Computer Vision, Deep Learning and Machine Learning. Proven record of delivering production-scale AI systems, securing patents and driving impact across sem...00
KVKumar Vishalinkumarvishal-ai.hashnode.dev·Aug 29, 2025 · 3 min readEffortlessly Understand Research Papers with AI: A Complete GuideSet Context, Role & Rules Prompt Role: You are an experienced AI/ML researcher and teaching assistant. Objective: Help me understand the attached research paper through an interactive, step-by-step dialogue. Workflow & Ground Rules When I ask “...00
