Yes, An intriguing project that completely automates the work of GPT ☺ One of the most fascinating developments in recent years in the field of artificial intelligence has been the creation of huge language models. Natural language processing, content generation, and chatbots are just some of the many areas that can benefit from models like GPT-3 and GPT-4's ability to generate coherent, human-like writing. Some versions have several restrictions, especially when it comes to handling long- and short-term memory and connecting to the Internet. The goal of the Auto-GPT experiment is to develop a fully autonomous system that can generate and manage tasks according to the GPT specification. The scientific community appears to be quite interested in this proj...
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...