Welcome to "Machine Learning: Modern Computer Vision & Generative AI," a cutting-edge course that explores the exciting realms of computer vision and generative artificial intelligence using the KerasCV library in Python. This course is designed for aspiring machine learning practitioners who wish to explore the fusion of image analysis and generative modeling in a streamlined and efficient manner.Course Highlights:KerasCV Library: We start by harnessing the power of the KerasCV library, which seamlessly integrates with popular deep learning backends like TensorFlow, PyTorch, and JAX. KerasCV simplifies the process of writing deep learning code, making it accessible and user-friendly.Image Classification: Gain proficiency in image classification techniques. Learn how to leverage pre-trained models with just one line of code, and discover the art of fine-tuning these models to suit your specific datasets and applications.Object Detection: Dive into the fascinating world of object detection. Master the art of using pre-trained models for object detection tasks with minimal effort. Moreover, explore the process of fine-tuning these models and learn how to create custom object detection datasets using the Label Img GUI program.Generative AI with Stable Diffusion: Unleash the creative potential of generative artificial intelligence with Stable Diffusion, a powerful text-to-image model developed by Stability AI. Explore its capabilities in generating images from textual prompts and understand the advantages of KerasCV's implementation, such as XLA compilation and mixed precision support, which push the boundaries of generation speed and quality.Course Objectives:Develop a strong foundation in modern computer vision techniques, including image classification and object detection.Acquire hands-on experience in using pre-t
Tackle cutting-edge vision challenges. Master 3D vision, video understanding, neural radiance fields, and multi-modal models that combine vision with language.
Master advanced pytorch concepts with expert-level content and cutting-edge techniques.
Explore Natural Language Processing from text processing to transformer models and real-world NLP applications.
Log in to write a review
Loading reviews...
Explore more courses and learning paths related to Machine Learning: Modern Computer Vision & Generative AI.
Browse more courses from Udemy
See the side-by-side breakdown and our pick by scenario
See the side-by-side breakdown and our pick by scenario
More advanced-level AI and ML courses
Follow the full Advanced Computer Vision learning path
Browse 350+ structured AI learning paths from beginner to advanced