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 labeled images can then be used to test and benchmark the accuracy of a machine learning model. For example, in an image classification task that involves recognizing different types of cars, ground truth may consist of
Hello there! So, I've been looking into the 2023 Las Anod conflict and wanted to share with you what I found. According to various media reports and sources, it seems like there's a root cause analysis we can do to better understand what happened. Oh, did you know that Las Anod has been under Somaliland's control since 2007? They actually kicked out the Puntland army from the regional capital with the help of local militia. Oh wow, it's been reported that the security situation in Somaliland has gotten worse. According to the Raad Peace Research Institute, around 120 important clan and community leaders have been assassinated in the city between 2007 and 2022. So in December 2022, there were a bunch of civil demonstrations and unrest happening in the Sool region. People were feeling like they were being left out of the political process in Somaliland, and that's what was driving all the commotion. Oh, did you hear about the pro