Computer Vision and Image Processing
Mastering Advanced Computer Vision and Image Processing Techniques
Skills you will gain:
About Workshop:
This three-day workshop delves into advanced image processing techniques, object detection and segmentation algorithms, and cutting-edge facial recognition methods. Participants will engage in hands-on sessions and case studies to understand the practical applications and challenges in computer vision.
Aim: To provide PhD scholars and academicians with advanced skills in computer vision and image processing. This course aims to deepen understanding of high-level image processing, object detection, segmentation techniques, and facial recognition, enhancing research and practical applications.
Workshop Objectives:
- Master advanced image processing techniques.
- Implement state-of-the-art object detection and segmentation algorithms.
- Develop and optimize facial recognition systems.
- Apply computer vision techniques to real-world problems.
- Enhance research and practical implementation skills.
What you will learn?
Day 1: Advanced Image Processing Techniques
- Lecture Topics:
- High-level image processing techniques: Super-resolution, Style Transfer
- Advanced filtering and edge detection methods
- Discussion & Case Studies:
- Applications in art and media restoration
- Practical implementation challenges
Day 2: Advanced Object Detection and Segmentation
- Lecture Topics:
- Latest algorithms: YOLO, SSD, Mask R-CNN
- Real-time object detection and tracking
- Discussion & Case Studies:
- Applications in autonomous systems and surveillance
- Interactive session with real-world datasets
Day 3: Cutting-Edge Facial Recognition
- Lecture Topics:
- Advanced techniques: FaceNet, DeepFace
- Ethical and privacy considerations
- Discussion & Case Studies:
- Applications in security and user authentication
- Practical implementation and challenges
Mentor Profile
Fee Plan
Important Dates
02 Nov 2024 Indian Standard Timing 1:00 pm
02 Nov 2024 to 04 Nov 2024 Indian Standard Timing 5 PM
Get an e-Certificate of Participation!
Intended For :
Data scientists, computer vision engineers, AI researchers, and academicians in AI and computer vision.
Career Supporting Skills
Workshop Outcomes
- Design and optimize advanced image processing systems.
- Implement and fine-tune state-of-the-art object detection and segmentation models.
- Develop advanced facial recognition systems with ethical considerations.
- Apply computer vision techniques to practical applications in various fields.
- Conduct high-level research in computer vision and AI.
