​ Table of Contents Train a MaskFormer Segmentation Model with Hugging Face 🤗 Transformers Project Structure Requirements Bonus An Introduction to Image Segmentation What Is MaskFormer? 🤗Transformers Ecosystem How to Train an Instance Segmentation Model with MaskFormer? Setup Loading the Dataset About the Dataset Loading… Read More »Train a MaskFormer Segmentation Model with Hugging Face Transformers Alara Dirik PyImageSearch

​ 1. What is Ridge Regression? Ridge Regression is a type of regularized linear regression that helps to prevent overfitting. It is similar to ordinary least squares regression, but with an additional penalty term added to the cost function. The penalty term is a regularization… Read More »Ridge Regression With Examples Narender Kumar Spark By {Examples}

​ What is Data labeling? Data labeling is employed for machine learning algorithms to identify and comprehend objects properly. Face recognition, autonomous driving, aerial drones, robotics, etc., are all areas where ML has proven essential. Visual (photographic and cinematic), aural, and text data are now… Read More »Data Labeling and AI Revolution (2023) Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Natural language inference and textual entailment are enduring issues in NLP that can take many shapes. There are some significant gaps when current entailment systems are applied to this job. Using NLI “as a tool for the evaluation of domain-general methods to semantic representation”… Read More »UT Austin Researchers Propose WICE: A New Dataset for Fact Verification Built on Real Claims in Wikipedia with Fine-Grained Annotations Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ AI is the hot new trend in the startup world. Every new startup is attempting to develop products and find solutions utilizing AI. Estonia, a small country in Northern Europe, is quickly becoming a hotspot for tech startups. The following list includes some of… Read More »Top AI-Based Startups in Estonia (2023) Mansi Rawat Artificial Intelligence Category – MarkTechPost

​ Text-to-image generation systems have become increasingly popular for creating digital art. These systems allow anyone to create high-quality digital images by simply inputting natural language prompts. However, the question arises as to whether this process is truly creative. The traditional definition of creativity as… Read More »This AI Paper Expounds on the Nature of Human Creativity Involved in Text-to-Image Art with a Specific Focus on the Practice of Prompt Engineering Mahmoud Ghorbel Artificial Intelligence Category – MarkTechPost

​ Python provides various ways to add items or elements to a dictionary. Dictionaries are mutable, so we can add, delete, and update the dictionaries. In dictionaries, there are no in-built methods for adding elements but by using various Python methods and operators we can… Read More »How to Add Items to a Python Dictionary Vijetha Spark By {Examples}

​ Machine learning is a powerful tool that has revolutionized the way we approach complex problems. However, like any tool, it has its limitations, and two of the most common challenges that machine learning practitioners face are overfitting and underfitting. In this blog post, we’ll… Read More »Overfitting and Underfitting in ML Narender Kumar Spark By {Examples}

​ LLMs stands for Large Language Models. These are advanced machine learning models that are trained to comprehend massive volumes of text data and generate natural language. Examples of LLMs include GPT-3 (Generative Pre-trained Transformer 3) and BERT (Bidirectional Encoder Representations from Transformers). LLMs are… Read More »Microsoft Proposes MathPrompter: A Technique that Improves Large Language Models (LLMs) Performance on Mathematical Reasoning Problems Niharika Singh Artificial Intelligence Category – MarkTechPost