Object Tracking Overview Object tracking is the process of: Taking an initial set of object detections (such as an input set of bounding box coordinates) Creating a unique ID for each of the initial detections And then tracking each of the objects as they move around frames in a video, maintaining the assignment of unique […]
What is a Convolutional neural network? A Convolutional Neural Network (CNN) is a type of deep learning model that is inspired by the structure and function of the human brain’s visual cortex. It is primarily used in computer vision tasks such as image classification, object detection, and segmentation. The CNN architecture involves multiple layers of […]
Traditional Vs Neural Networks A traditional approach while programming is when a programmer manually specifies the rules that the program should use. For example, in the case of identifying a cat or dog from an image, the programmer might write code to look for certain features, such as pointy ears or a long tail, and […]
Ex-fat in Linux and OpenWrt Author : Roy Subhajeet INTRODUCTION exFAT (Extensible File Allocation Table) is a file system introduced by Microsoft in 2006 and optimized for flash memory such as USB flash drives and .. exFAT is proprietary, and Microsoft owns patents on several elements of its design. Companies can integrate exFAT into a specific group of consumer devices, including cameras, camcorders, and digital photo frames […]
Caffe is a framework for Developing deep neural networks based applications . The framework can be used for training a network or using the trained network for predicting or recognizing data .developed and maintained by Berkley AI Research (BAIR) Note : Caffe is open source and documentation is less compared to other frameworks like tensor […]
Classify Images as Cat or Dog By: Roy Date: 06-Dec-2021 In this guide, I’ll walk you through the steps to create a machine learning model that can classify images as either a cat, a dog, or neither. We’ll also build an application that uses this model to make predictions. Prerequisites Before we begin, ensure you […]
AI vs. Automation: What’s the Difference? In today’s fast-evolving technological landscape, two terms frequently appear in discussions about innovation and efficiency: Artificial Intelligence (AI) and Automation. While both aim to streamline processes and enhance productivity, they are fundamentally different in their approach and capabilities. Understanding these differences is essential for businesses looking to adopt the […]
Technology: Making the Impossible Possible in Design Design has always been about creativity, problem-solving, and pushing boundaries. However, in the past, many ambitious ideas remained just concepts due to technical limitations. Today, technology is changing the game, turning once-impossible designs into reality across industries like architecture, fashion, product development, and digital experiences. How Technology is […]
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It’s Not Just About the Gadgets—It’s About the Possibilities Technology has become an integral part of our lives, evolving beyond just cool gadgets and fancy devices. While smartphones, smartwatches, and AI-powered assistants continue to grab headlines, the real value of technology lies not in the hardware itself but in the possibilities it unlocks. Beyond Gadgets: […]