Semantic Segmentation With Cnns

# Semantic Segmentation With CNNs (FCN, U-Net): A Deep Dive Imagine a world where your computer can not only *see* objects in an image but also *understand* what each pixel represents. This isn't science fiction; it's the reality of semantic segmentation, a powerful technique in computer vision. In this comprehensive guide, we'll explore semantic segmentation using Convolutional Neural Networks (CNNs), focusing on two groundbreaking architectures: Fully Convolutional Networks (FCNs) and U-Net.