Computer Vision Applications with Gen AI and Agentic Workflows
Computer Vision, a branch of Artificial Intelligence, allows machines to see, interpret, and make sense of their surroundings using machine learning techniques. Brief Overview of Computer Vision Artificial Intelligence (AI) is…
AI for Banking Chatbots: Using Amazon Lex & Generative AI
Introduction to Next-Generation Chatbots In this era of rapid technological advancement, next generation chatbots are not just a leap forward; they're a giant leap into the future of banking. Imagine conversing with…
Ethical Considerations and Bias in Computer Vision
Who controls the ownership of images and videos depicting you or your property? How should they be used - if at all? And how do individuals provide consent for the…
AI-Driven Image Restoration and Enhancement
Introduction to AI-Driven Image Restoration Ever since photography has become a pervasive part of life, people have been trying to retain the moments they value. Consider a loved photo that…
High-Level Semantic Understanding in Computer Vision
Introduction to High-Level Semantic Understanding High-level semantic understanding in computer vision involves not just identifying visual elements such as edges or textures but also grasping the context and meaning behind the objects and…
Zero-Shot Learning: Empowering AI to See without Training Data
Visual recognition has become one of the essential building blocks in AI applications, from a search engine that uses images to a self-driving car. Out of the different methodologies applied to visual…
Anomaly Detection in Images and Videos: An In-Depth Exploration
Anomaly detection is one of the quickly developing fields in fields like Computer Vision and Machine Learning, which captures the points that deviate from the norm. This concept finds its great importance in…
Workflow of Computer Vision: From Data Acquisition to Decision Making
Workflow of Computer Vision System Just as humans can extract vast amounts of information from photographs, intelligent machines can also learn from images. While Artificial Intelligence (AI) gives machines the ability to…
History of Computer Vision and Its Operational Mechanisms
Understanding Computer Vision Computer Vision (CV) is a sub-domain under the larger domain of Artificial Intelligence (AI), which is more focused on enabling machines or computers to understand and interpret visual…
Generative Adversarial Networks for Image Synthesis
Generative Adversarial Networks rather are the new generation of deep learning models created for efficiently producing non-realistic images. A GAN is constructed from two sub-models: the generator that is used to…
