From handcrafted feature detectors to vision transformers, we’ve come a long way… — For almost a decade, convolutional neural networks have dominated computer vision research all around the globe. However, a new method is being proposed which harnesses the power of transformers to make sense out of images. Transformers were initially designed for natural language processing tasks with primary focus on neural machine…