Workshop: Advanced AI Techniques in Image Processing using Deep Learning
Objectives oftheActivity
Comprehensive Understanding: To provide participants with a thorough understanding of advanced AI techniques in image processing, focusing on deep learning methodologies.
Focus on Neural Networks: To elucidate the intricacies of various neural networks, including artificial neural networks, convolutional neural networks, and recurrent neural networks.
Practical Application: To facilitate hands-on sessions allowing participants to gain practical experience in implementing deep convolutional neural networks for tasks such as image classification, object detection, and medical image analysis.
Real-life Case Studies: To showcase the real-world applications of deep learning in image processing, emphasizing medical applications like diabetic retinopathy detection, pneumonia identification, and early cancer detection.
Advanced Video Processing: To delve into deep neural network-based video processing techniques, with a focus on object detection and classification using popular libraries such as YOLO.
