Building a ground truth image is an important task in many image classification projects, especially in medical imaging or in projects that require expertise in labeling objects. However, for many other tasks, such as classifying vegetation in an image, building a labeled image can be easy and simple with the help of unsupervised learning models. Ground truth refers to a set of measurements or conditions that serve as a benchmark or target for a classification system or machine learning algorithm. Here are some examples of what ground truth can mean in different contexts: In object recognition, ground truth can refer to a set of labeled images that have been manually annotated by human experts. These label...
In the bustling markets of India, the price of a simple loaf of white bread, once a mere 15-20 Rs, has doubled to 30-50 Rs in just a few years. This seemingly trivial change is a stark reminder of the escalating cost of living in India's urban centers. If you find yourself grappling with rising expenses, here are some crucial insights to help you understand and navigate this economic landscape. 1. The Urban Price Surge: Major cities in India are becoming increasingly expensive. With limited land and an influx of capital into the country, land prices are soaring. For instance, construction costs in Goa have risen by approximately 25-30% recently. This increase directly impacts the prices of virtually everything. In the realm of traditional economics, the means of production are defined as Land, Labour, and Capital. When the cost of land escalates, it triggers a domino effect, causing a rise in rent, business costs, and more. While the prices of flats in big cities may not sky...