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Google AI Introduces ScreenAI: A Vision-Language Model for User interfaces (UI) and Infographics Understanding

The capacity of infographics to strategically arrange and use visual signals to clarify complicated concepts has made them essential for efficient communication. Infographics include various visual elements such as charts, diagrams, illustrations, maps, tables, and document layouts. This has been a long-standing technique that makes the material easier to understand. User interfaces (UIs) on desktop…

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Satellites Can See Invisible Lava Flows and Active Wildfires, But How? (Python) | by Mahyar Aboutalebi, Ph.D. 🎓 | Feb, 2024

Visualizing satellite images captured over volcanos and wildfires in various spectral bands Sentinel-2 images captured over a volcano and a wildfire visualized with different spectral bands by the author🌟 Introduction 🔍 Sentinel-2 (Spectral Bands) 🌐 Downloading Sentinel-2 Images ⚙️ Processing Sentinel-2 Images (Clipping and Resampling) 🌋 Visualization of Sentinel-2 Images (Volcano) 🔥 Visualization of Sentinel-2…

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Navigating the Data Revolution: Exploring the Booming Trends in Data Science and Machine Learning

Image generated with DALLE-3   In the ever-evolving landscape of technology, the data revolution emerges as a formidable force, reshaping the fabric of industries, economies, and societal norms. Data science and machine learning are at the heart of this transformative surge, serving as crucial catalysts for innovation. They propel us into an era where…

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Top 10 travel OCR software in 2024

The travel industry often struggles with long processing times at check-in and security, causing congestion. Manual verification of IDs and travel documents is time-consuming. Immigration officers have difficulty quickly validating identities and spotting fraudulent documents when manually reviewing visas and passports. Airlines endure tedious data entry work extracting information from paper tickets and forms, increasing…

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Introduction to Memory Profiling in Python

Image by Author   Profiling Python code is helpful to understand how the code works and identify opportunities for optimization. You’ve probably profiled your Python scripts for time-related metrics—measuring execution times of specific sections of code.  But profiling for memory—to understand memory allocation and deallocation during execution—is just as important. Because memory profiling can…

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Interpreting R²: a Narrative Guide for the Perplexed | by Roberta Rocca | Feb, 2024

An accessible walkthrough of fundamental properties of this popular, yet often misunderstood metric from a predictive modeling perspective Photo by Josh Rakower on UnsplashR² (R-squared), also known as the coefficient of determination, is widely used as a metric to evaluate the performance of regression models. It is commonly used to quantify goodness of fit in…

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