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Demystifying Ground Truth, Gold Standard, and Benchmark Terms in Image and Machine Learning

 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...
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Can we make cow dung brick using Cow Dung, lime and sodium Silicate?

Cow dung: 🐮🌾🧩 Lime: 🏻🧑‍🔬🔳 Sodium silicate: 🔰🧑‍💼👀                                                                                                                    "Yes, 🙌 cow dung bricks 🧩 can also be made 💡 using the combination 💼 of cow dung, 🐮 lime, 🏻 and sodium silicate. 🔰 Here are the suggested properties 🧑‍🔬 of the ingredients 🧑‍💼 that need to be checked 🔳 before using them 🏻 for cow dung brick making: 🐮🏻🧑‍🔬🌾🧩" Properties of Cow Dung: Moisture content: should be around 15-20% Ash content: should be less than 10% pH value: should be neutral to slightly acidic (around 6-7) Fibre content: should be less...
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The Eco-Friendly Way to Build: Making Cow Dung Bricks with Biochar and Lime

Build a greener future with biochar and lime-infused cow dung bricks If you're looking for an eco-friendly and sustainable way to build, consider making cow dung bricks. Not only are they a low-cost alternative to traditional fired clay bricks, but they also use waste materials like cow dung and biochar. Biochar is a charcoal-like substance that is made by burning organic materials in the absence of oxygen. It is a byproduct of biomass pyrolysis, a process that turns plant waste into energy. Biochar is known for its high carbon content, which makes it an excellent soil amendment and a potential solution to reducing greenhouse gas emissions. To make cow dung bricks with biochar, you will need the following materials: 1)   Cow dung 2)   Biochar 3)   Lime or Chona  4)   Methi water (Water fermented with fenugreek seeds) Here's a step-by-step guide on how to make cow dung bricks using these materials: Mix the cow dung with biochar and lime in a 2...
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Why my parent stay away from stock markets

The previous generation, our parents, often shied away from investing in the stock markets. Their apprehension was not unfounded, given the financial scandals and economic crises that have rocked the investment world over the years. Here's a closer look at some of these events and their implications: 1. The 1992 Harshad Mehta Scandal: In 1992, (I was in class 12)  the Indian stock market was hit by a colossal scam orchestrated by Harshad Mehta, amounting to 4000 Crore. This scandal caused the stock market to plummet by more than 50%, shaking investor confidence to its core. Example: Imagine an investor who had put their life savings into the stock market before the crash. The value of their investment would have halved almost overnight, causing significant financial distress. In response to this scandal, the Indian government passed the Securities Laws (Amendments) Act in 1995, granting the Securities and Exchange Board of India (SEBI) the authority to regulate depositories, Foreig...
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