Day 1 - Computer Vision Workshop

7-Day AI Research Training Workshop

Day 1 - Exploring the World of Computer Vision I: From Pixels to Perception

Morning Session (9:00 AM - 1:00 PM)
9:00 - 11:00 AM	Foundations of Image Understanding Interactive lecture: Dive into CNNs, ResNet architectures, backpropagation, and optimization techniques like SGD and Adam. Understand how machines "see".
11:00 - 12:00 PM	Hands-On Lab: Training ResNet-50 on CIFAR-100 Prepare and preprocess a real-world dataset, and experience model convergence live.
12:00 - 1:00 PM	Object Detection & Segmentation Demystified Introduction to YOLO and Mask R-CNN, exploring how AI detects and localizes objects.