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
Duration:00:01:53
Preface
Duration:00:02:16
Introduction to computer vision ai
Duration:00:05:15
Image processing techniques
Duration:00:06:46
Object detection and recognition
Duration:00:05:01
Image classification and segmentation
Duration:00:09:43
Feature extraction and matching
Duration:00:05:59
Deep learning in computer vision
Duration:00:09:14
3d computer vision
Duration:00:10:39
Advanced computer vision techniques
Duration:00:09:28
Advanced computer vision techniques video analysis and action recognition
Duration:00:05:15
Advanced computer vision techniques transfer learning in computer vision
Duration:00:04:52
Advanced computer vision techniques robotic vision
Duration:00:04:36
Advanced computer vision techniques human computer interaction (hci)
Duration:00:05:14
Advanced computer vision techniques challenges and solutions in computer vision
Duration:00:04:14
Advanced computer vision techniques collaborations in computer vision research
Duration:00:05:28
Advanced computer vision techniques interactive computer vision projects
Duration:00:10:00
Popular computer vision models
Duration:00:06:00
Popular computer vision models resnet
Duration:00:04:46
Popular computer vision models yolo (you only look once)
Duration:00:04:41
Popular computer vision models ssd (single shot multibox detector)
Duration:00:03:30
Popular computer vision models gans (generative adversarial networks)
Duration:00:05:22
Popular computer vision models efficientnet
Duration:00:04:16
Popular computer vision models mobilenet
Duration:00:03:51
Popular computer vision models inceptionnet
Duration:00:04:50
Steps to create a computer vision model
Duration:00:04:31
Applications of computer vision ai
Duration:00:06:12
Ethical considerations in computer vision
Duration:00:04:29
Future trends and innovations
Duration:00:05:32
Conclusion
Duration:00:04:45
Glossary
Duration:00:05:19
Bibliography
Duration:00:05:28
Ending Credits
Duration:00:01:58