What is another way to re-cast this? In the case of Image segmentation, we can think of it as an optimization problem. For any image, you can choose and iterate between a variety of segment configurations, and choose the one where the difference between pixel intensities is the highest. Learning problems are trained by minimizing the error between predictions and actual values across a large data set. In other words, they are trained by optimization methods that are stochastic. Learning and optimization problems have many things in common structurally.

From the textiles used in garment manufacturing to creating a sustainable supply chain, technological advancements are set to innovate fashion in countless ways. For a long time, the processes used in the fashion sector have remained remarkably unchanged. In the coming years, however, we can expect big things! As of 2020, fashion generates an estimated $664 million in revenue, making it one of the biggest industries in the world. Because of this, technological innovations within this sector are set to be nothing less than world-changing and, if implemented correctly, technology in fashion could make an unfathomable change in creating a greener, cleaner world.