Deep Learning with Generative AI for Computer Vision
Master Deep Learning and Generative AI Techniques for Advanced Computer Vision Applications
- Certificate from E&ICT Academy, IIT Kanpur upon course completion.
- 30 hours of self-paced, expert-led learning.
- Comprehensive coverage of CNNs, Transformers, GANs, and multimedia quality assessment.
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Faculty Development Program
Online Live
30 Hours
What you'll learn
- Understand the evolution of AI and its applications in deep learning for computer vision.
- Design and optimize neural networks, including CNNs and transformers, for real-world computer vision tasks.
- Apply GANs and their variants to diverse generative AI applications.
- Perform image and video restoration using state-of-the-art techniques.
- Assess multimedia quality using human visual system-based metrics.
Skills you'll gain
Tools
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Course Instructor
Aparajita Ojha
Professor – Computer Science and Engineering
Professor of Computer Science and Engineering at PDPM IIITDM Jabalpur (India ) with more than 37 years of experience. Research interests include machine learning, deep learning and computer vision. Steganography and steganalysis and robot path planning.
Learn from Industry Experts
Gain insights from seasoned professionals with real-world experience in deep learning and computer vision.
Hands-On, Project-Based Learning
Apply concepts through practical exercises and projects to build real-world applications.
Flexible, Self-Paced Curriculum
Learn at your own pace with structured modules designed for both beginners and experienced individuals.