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  Mastering Computer Vision with...

  M. Arshad Siddiqui

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  Unleashing the Power of Computer Vision with PyTorch 2.0.
  Book DescriptionIn an era where Computer Vision has rapidly transformed industries like healthcare and autonomous systems, PyTorch 2.0 has become the leading framework for high-performance AI solutions. [Mastering Computer Vision with PyTorch 2.0] bridges the gap between theory and application, guiding readers through PyTorch essentials while equipping them to solve real-world challenges.
  Starting with PyTorch’s evolution and unique features, the book introduces foundational concepts like tensors, computational graphs, and neural networks. It progresses to advanced topics such as Convolutional Neural Networks (CNNs), transfer learning, and data augmentation. Hands-on chapters focus on building models, optimizing performance, and visualizing architectures. Specialized areas include efficient training with PyTorch Lightning, deploying models on edge devices, and making models production-ready.
  Explore cutting-edge applications, from object detection models like YOLO and Faster R-CNN to image classification architectures like ResNet and Inception. By the end, readers will be confident in implementing scalable AI solutions, staying ahead in this rapidly evolving field. Whether you're a student, AI enthusiast, or professional, this book empowers you to harness the power of PyTorch 2.0 for Computer Vision.
  Table of Contents1. Diving into PyTorch 2.02. PyTorch Basics3. Transitioning from PyTorch 1.x to PyTorch 2.04. Venturing into Artificial Neural Networks5. Diving Deep into Convolutional Neural Networks (CNNs)6. Data Augmentation and Preprocessing for Vision Tasks7. Exploring Transfer Learning with PyTorch8. Advanced Image Classification Models9. Object Detection Models10. Tips and Tricks to Improve Model Performance11. Efficient Training with PyTorch Lightning12. Model Deployment and Production-Ready Considerations       Index

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  Virginia Rail Singing Near...

  Greg Cetus

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  Immerse yourself in the enchanting ambiance of the marshlands of Oregon, where nature's symphony takes center stage. Discover the captivating audio recording of the Virginia Rail singing near a gurgling stream, crafted to enhance productivity and foster deep focus. The Virginia Rail, known scientifically as Rallus limicola, is a small and elusive bird species that thrives in wetland habitats across North America, known distinctive vocalizations that truly set it apart. These calls serve as a means of communication, providing a captivating insight into the social dynamics and behavior of this remarkable species. Within this binaural audio recording, you will be transported to the marshlands of Oregon, where the Virginia Rail's melodic song merges seamlessly with the gentle gurgling of a nearby stream. Harmonizing with these serene sounds are the enchanting melodies of other feathered inhabitants, including the Red-winged Blackbird, Marsh Wren, Mallard, Canada Goose, Great Blue Heron, and Pied-billed Grebe.

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  The Guide to Medical Diagnosis -...

  Ava Westwood

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  In medical diagnosis, understanding symptoms and signs is fundamental to identifying and treating illness. These two elements are the building blocks that guide healthcare professionals in determining the appropriate course of action. While often used interchangeably, symptoms and signs have distinct meanings in the diagnostic process. 
  Symptoms are subjective experiences reported by the patient. They include sensations like pain, dizziness, fatigue, and nausea that the patient feels but that cannot be directly observed by others. Symptoms are important because they are often the first clues that something is wrong in the body. Healthcare providers rely on detailed questioning to gather this information and help form a diagnosis. However, symptoms alone can be vague and nonspecific, making it crucial to follow up with a physical examination and additional diagnostic tests to confirm the cause. 
  Signs, on the other hand, are objective findings that can be observed, measured, or detected by healthcare professionals. These may include visible changes in the body such as swelling, rash, or jaundice, as well as measurable indicators like blood pressure readings or abnormal heart sounds. Unlike symptoms, signs do not depend on the patient’s report but are evident to the clinician. The ability to recognize signs accurately is critical in diagnosing conditions early and accurately.

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  Resident Evil

  Philip J Reed

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  Now a sprawling video game franchise, Resident Evil has kept us on the edge of our seats for decades with its tried-and-true brand of jump scares, zombie action, and biological horror. But even decades after its release, we can't stop revisiting the original's thrills, chills, and sometimes unintentional spills. 
   
    
   
  Pop culture writer and horror cinephile Philip J Reed takes dead aim at 1996's Resident Evil, the game that named and defined the genre we now call "survival horror." While examining Resident Evil's influences from the worlds of film, literature, and video games alike, Reed's love letter to horror examines how the game's groundbreaking design and its atmospheric fixed-cam cinematography work to thrill and terrify players—and why that terror may even be good for you. 
   
   
   
  Featuring a foreword from Troma Entertainment legend Lloyd Kaufman and new interviews with the game's voice actors and its live-action cast, the book serves as the master of unlocking the behind-the-scenes secrets of Resident Evil, and shows how even a game filled with the most laughable dialogue can still scare the pants off of you.

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  Airline Interview - Pilot...

  07

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  This audiobook is narrated by an AI Voice.   
  The selection process for pilots in an international airline is based on a series of evaluative stages that test the candidate or applicant for the position. The interviewed pilot who applies for an operational position in an airline must meet a series of technical and personal requirements that will determine the professional profile that each company is seeking. 
  	It is important to understand that in the event that the applicant is rejected by the airline, it does not necessarily mean that they lack the suitability or necessary skills for the position, but rather that the overall profile of the applicant may not align with the professional profile that the company is looking for. 
  	In this work, you will learn all the details of each stage of the selection process, along with the necessary tools to succeed in your job interviews. It is a work dedicated to analyzing the different professional profiles that airlines are seeking, examining each point to consider at each stage of the selection process. 
  	This work will provide you with all the tools to elevate your upcoming job interviews to the highest professional level, and to assist you in achieving this, it will share the success stories of pilots who have traveled a similar path. Real stories of professional success.

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  Splanchnology - Visceral Organs

  Mike Crawford

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  Splanchnology is the branch of anatomy that focuses on the study of visceral organs, which include the digestive, respiratory, urinary, and reproductive systems. These organs are primarily located within the thoracic, abdominal, and pelvic cavities, playing crucial roles in sustaining life. Understanding splanchnology is essential for medical professionals, as it provides foundational knowledge for diagnosing and treating various diseases affecting the body's internal organs. 
  The term "splanchnology" originates from the Greek word splanchnon, meaning "viscera" or "entrails." Historically, the study of visceral organs has been a key aspect of medical science, with ancient civilizations such as the Egyptians and Greeks making significant contributions to anatomical knowledge. The field has evolved considerably with advances in medical imaging, surgical techniques, and molecular biology, allowing for a more comprehensive understanding of organ function and pathology. 
  Visceral organs are classified based on their primary functions. The digestive system, comprising the stomach, intestines, liver, and pancreas, is responsible for processing and absorbing nutrients. The respiratory system, including the lungs and airways, facilitates gas exchange, supplying oxygen to the body while removing carbon dioxide. The urinary system, with the kidneys, bladder, and associated structures, is essential for waste excretion and fluid balance. The reproductive system, differing between males and females, ensures the continuation of life through reproduction. Each of these organ systems works in concert with others, maintaining homeostasis and overall health.

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