Computer Vision with AI: Teaching Machines to Interpret Images and Video Streams
Format:
Paperback
En stock
0.32 kg
Sí
Nuevo
Amazon
USA
- The Camera is the Sensor. AI is the Brain.We generate 3.2 billion images every single day. For decades, computers saw them only as grids of meaningless pixels. Today, they can see, identify, and understand.Computer Vision with AI is your ticket to the most visually immersive branch of Artificial Intelligence.This book moves beyond simple image filtering to teach you how to build systems that perceive the world like humans do—only faster and more accurately. Whether you are building a security system that recognizes faces, a drone that tracks moving targets, or a medical app that spots tumors in X-rays, this guide provides the code and the concepts to make it happen.We combine the industry-standard speed of OpenCV with the deep learning power of PyTorch and TensorFlow to handle both static images and real-time video streams.Inside, you will give sight to your software:Object Detection: Master the YOLO (You Only Look Once) architecture to detect cars, pedestrians, and custom objects in milliseconds.Semantic Segmentation: Don't just draw boxes—classify every pixel. Learn to separate foreground from background for autonomous driving and robotics.Facial Recognition: Build secure authentication systems that can identify users even with masks or poor lighting (and understand the ethics behind them).Video Analytics: Learn to track objects across frames, count people in a crowd, and detect anomalous behaviors in live video feeds.Medical Imaging: Apply your skills to healthcare by training models to detect anomalies in MRI and CT scans.The world is visual. Your code should be too.Scroll up, click "Buy Now," and teach your machines to see!
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