Today's special article by Shlomi Amitai reflects on the evolution of computer vision over the past decade. It highlights the significant impact of deep learning on this field, emphasizing how deep learning methods have achieved remarkable results in various tasks like image recognition. Despite these advancements, the article underscores that classical computer vision techniques still hold relevance and are essential in combination with deep learning approaches. It emphasizes the importance of understanding the foundations of computer vision and how classical techniques continue to play a crucial role in shaping the field.
Full article here.