Segment Anything Model
Segment Anything Model (SAM) is an advanced AI model developed by Meta AI that enables automatic segmentation of any object in an image. Unlike traditional segmentation models trained for specific object categories, SAM can generalize across a wide range of...
SaaS
SaaS (Software as a Service) is a cloud computing model where users access software applications over the internet without installing or maintaining them on their own hardware. Instead of purchasing and managing licenses or handling complex installations, organizations and individuals...
ROUGE
ROUGE (Recall-Oriented Understudy for Gisting Evaluation) is a set of evaluation metrics widely used in natural language processing (NLP) to assess automatic summarization, machine translation, and text generation systems. It measures the overlap between machine-generated outputs and human-written references, focusing...
Reinforcement Learning
Synthetic Data refers to artificially generated information that imitates real-world data. It is created using algorithms or simulations instead of being collected from actual events. Consequently, synthetic data enables safe experimentation, improves model strength, and protects privacy without sacrificing data...
Regression
Regression is a fundamental technique in machine learning and statistics. It models the relationship between a dependent variable and one or more independent variables. Regression analysis predicts continuous outcomes and shows how changes in input variables influence the target variable....
RAG- How It Works
Large language models (LLMs) powered by generative AI demonstrate impressive performance across various domains. However, effectively applying AI in real-world scenarios requires a solid understanding of its training methods and strategies for handling data. In this article, we delve into...