Images play a significant role in various fields, from healthcare to autonomous vehicles. Python, with its extensive ecosystem, offers a wide range of powerful libraries and packages for image processing, analysis, and machine learning tasks. Here, we will explore the essential Python packages that are commonly used in image-based projects, including machine learning and deep … Continue reading 10 Python Packages for Image Processing and Analysis

Sir Albert Howard was a British agricultural scientist who is often referred to as the "father of modern organic farming." He championed a number of ideas and practices that are still important in sustainable agriculture today. Some of these ideas include: The use of compost: Howard believed that healthy soil was the key to healthy … Continue reading Sir Albert Howard – Father of Modern Organic Farming

Back to Biodiversity Overview The Shannon Index takes into account both the number of species present in a given area and their relative abundances. The index is calculated using the following formula: H = -Σ(p * ln(p)) where: H = the Shannon Index p = the proportion of individuals belonging to each species ln = … Continue reading The Shannon index for calculating biodiversity