
Computer Vision AI
Et Tu Code
📘 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. 🚀
Duration - 3h 1m.
Author - Et Tu Code.
Narrator - Helen Green.
Published Date - Tuesday, 02 January 2024.
Copyright - © 2024 Et Tu Code ©.
Location:
United States
Description:
📘 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. 🚀 Duration - 3h 1m. Author - Et Tu Code. Narrator - Helen Green. Published Date - Tuesday, 02 January 2024. Copyright - © 2024 Et Tu Code ©.
Language:
English
Opening Credits
Duración:00:01:53
Preface
Duración:00:02:16
Introduction to computer vision ai
Duración:00:05:15
Image processing techniques
Duración:00:06:46
Object detection and recognition
Duración:00:05:01
Image classification and segmentation
Duración:00:09:43
Feature extraction and matching
Duración:00:05:59
Deep learning in computer vision
Duración:00:09:14
3d computer vision
Duración:00:10:39
Advanced computer vision techniques
Duración:00:09:28
Advanced computer vision techniques video analysis and action recognition
Duración:00:05:15
Advanced computer vision techniques transfer learning in computer vision
Duración:00:04:52
Advanced computer vision techniques robotic vision
Duración:00:04:36
Advanced computer vision techniques human computer interaction (hci)
Duración:00:05:14
Advanced computer vision techniques challenges and solutions in computer vision
Duración:00:04:14
Advanced computer vision techniques collaborations in computer vision research
Duración:00:05:28
Advanced computer vision techniques interactive computer vision projects
Duración:00:10:00
Popular computer vision models
Duración:00:06:00
Popular computer vision models resnet
Duración:00:04:46
Popular computer vision models yolo (you only look once)
Duración:00:04:41
Popular computer vision models ssd (single shot multibox detector)
Duración:00:03:30
Popular computer vision models gans (generative adversarial networks)
Duración:00:05:22
Popular computer vision models efficientnet
Duración:00:04:16
Popular computer vision models mobilenet
Duración:00:03:51
Popular computer vision models inceptionnet
Duración:00:04:50
Steps to create a computer vision model
Duración:00:04:31
Applications of computer vision ai
Duración:00:06:12
Ethical considerations in computer vision
Duración:00:04:29
Future trends and innovations
Duración:00:05:32
Conclusion
Duración:00:04:45
Glossary
Duración:00:05:19
Bibliography
Duración:00:05:28
Ending Credits
Duración:00:01:58