Keen observers of Pakistan's polity are speculating number of this things regarding the current on going state of affairs and the near future of the Pakistance politics. Here are few important educated guesses and analysis given by them on current Pakistan internal conflicts . In the heart of South Asia, Pakistan's political landscape is undergoing a seismic shift. Astute observers are piecing together a complex puzzle, predicting the trajectory of the nation's future. Here's an in-depth analysis of the current state of affairs. The Pakistan Tehreek-e-Insaaf (PTI) party, once the apple of Rawalpindi GHQ's eye, is now teetering on the brink of a precipice. The party's leader, Imran Niazi, is under scrutiny for the chaos that unfolded on May 9, which could potentially lead to the party's banishment from the political arena. Amidst this political maelstrom, Pakistan's economy is taking a significant hit. The nation is grappling with a decline in foreign ...
What to do When You Don't Have Gold Standard Images to Compare Your Processed Images How to Measure the Quality of Images When You Don't Have Gold Standard Images to Compare In the realm of image analysis and processing, quantifying image quality forms a crucial cornerstone of various methodologies. This is especially true when there's a lack of gold standard images or ground truth to set the benchmark. In such scenarios, we're often left asking: how can we measure image quality objectively or subjectively? Let's delve into this topic with an emphasis on establishing robust and reliable metrics for image quality analysis. Objective Measurement of Image Quality Without Ground Truth Objective quality metrics quantify the difference between two images based on numerical methods. But, how do we assess image quality objectivel...