Empowering Visual Perception: Techniques and Applications in AI-driven Image and Video Analysis
- Free tutorial
- Rating: 4.6 out of 54.6 (34 ratings)
- 3,212 students
- 52min of on-demand video
- Created by Corbin Brown
- English
What you’ll learn
- Fundamentals of digital image & video processing: Students will learn about image representation, color spaces, transformations, and essential techniques.
- Video compression techniques and key concepts: The course covers video compression algorithms, frame prediction, and motion estimation.
- Machine learning & AI in computer vision: Students will explore the application of machine learning and artificial intelligence techniques for tasks.
- Real-world applications & project development: Students will engage in hands-on projects to apply their knowledge in practical applications.
Requirements
- Access to a computer with internet connectivity for online resources and software installation
- Genuine interest in technology, particularly in AI and Machine Learning applications
- A curious mindset to explore AI’s impact on image and video processing and its real-world applications
- Open-mindedness to embrace creativity and problem-solving in the context of visual media analysis
Description
Harness The Power of AI to edit and transform media
Discover the power of AI and machine learning in image and video processing, mastering key techniques to create advanced solutions for real-world applications.
- Includes: 9 Lessons, Optimized AI Models, Effective Practices, & More!
- Comprehensive coverage: The course covers everything from the basics of using AI Automation to advanced techniques for fine-tuning and customizing the model to suit specific use cases.
- Hands-on learning: The course includes interactive exercises and real-world examples to help learners apply their knowledge and build practical skills.
- Expert instruction: The course is taught by experienced practitioners who have a deep understanding of AI and Machine Learning!
- Up-to-date information: The course is based on the latest version of AI modules and covers the latest techniques and best practices for using the model.
- Flexibility: The course is available online, so learners can access the material at their own pace and on their own schedule.
Welcome to “AI and Machine Learning for Image and Video Processing,” an immersive course designed to provide a comprehensive understanding of the innovative techniques and algorithms utilized in image and video processing. This course will cover key concepts such as computer vision, deep learning, convolutional neural networks (CNNs), and generative adversarial networks (GANs). Through hands-on projects and real-world applications, you will learn to develop state-of-the-art image recognition, object detection, segmentation, and video processing systems.
Stay ahead of the curve in this rapidly evolving field and unlock new opportunities in industries such as entertainment, healthcare, surveillance, and more.
Who this course is for:
- Creatives seeking to enhance visual content.
- Developers exploring computer vision.
- Entrepreneurs in media & tech industries.
- Students interested in AI & ML.
- Professionals wanting to upskill.
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Course content
3 sections • 9 lectures • 51m total lengthCollapse all sections
Essential Foundations1 lecture • 1min
- Must Watch: Discover Essential Resources and Tips01:00
AI Image Editing5 lectures • 34min
- AI Powered Image Upscaling12:25
- Step-by-Step AI Photo Restoration04:13
- Transform Your Face with AI07:14
- AI Generated Product Images For E-Commerce06:24
- AI Images in Supermarionation Style03:48
AI Video Editing3 lectures • 17min
- AI Video Creation with RunwayML06:11
- AI Animated Photos For Speech06:40
- AI Generated Drone Footage03:58
