Computer Vision AI

Summary

📘 Unlock the World of Computer Vision AI

Welcome to the definitive guide on Computer Vision, a journey through the evolution of this transformative field. This book is a comprehensive exploration of key concepts, historical milestones, and cutting-edge techniques that define the fascinating realm of Computer Vision AI.

Explore the Past to Understand the Present: Dive into the roots of Computer Vision, tracing its trajectory from Early Concept.

Master the Core Techniques: Delve into essential Image Processing Techniques, Object Detection, Recognition, Image Classification, Segmentation, Feature Extraction, Matching, and the pivotal role of Deep Learning in Computer Vision.

Meet the Titans: Encounter the popular Computer Vision Models that have redefined the field - ResNet, YOLO (You Only Look Once), SSD, GANs, EfficientNet, MobileNet, and InceptionNet.

Enter the GenAI Era: Embark on a journey into the future with GenAI in Computer Vision. Understand the Applications of GenAI in Image Generation, its role in enhancing Image Recognition, and the associated Challenges and Opportunities that lie ahead.

Navigate the Landscape of Hugging Face Models: Uncover a rich collection of Hugging Face Computer Vision Models, ranging from Depth Estimation and Image Classification to Object Detection, Image Segmentation, and more.

Bring Theory to Life with Practical Examples: Immerse yourself in real-world scenarios with Practical Examples of Computer Vision. From Facial Recognition to Object Detection, Image Segmentation for Medical Imaging, and Gesture Recognition.

Unlock the full potential of Computer Vision – your gateway to a world where machines see and understand like never before. 🚀