Traditional Image Segmentation: Challenges and Limitations Before Deep Learning

Before the emergence of deep learning, traditional image segmentation methods were the norm. These methods relied heavily on human intervention or existing knowledge, resulting in limited performance when it came to complex segmentation tasks.