Exploring Computer Vision and Neural Networks.
I n today's discussion, we delve into the fascinating world of computer vision and how machines recognize images—a concept that once seemed futuristic but is now becoming a reality. Evolution of Computer Vision Seven years ago, the prospect of computers having the ability to see and understand objects was merely a topic of theoretical discussion. Imagining robots capable of interacting with humans, shopping independently, or performing complex tasks was intriguing. Today, these concepts are gradually materializing as we witness advancements in the field of computer vision. ( The image above demonstrates how our Robotech team's trained Convolutional Neural Network (CNN) can accurately recognize faces. This neural network-powered robot identifies my face and suggests my real name, "Zack," based on its training ) The Role of Neural Networks Neural networks play a crucial role in enabling machines to interpret visual data. One prominent type is the Recurrent Neural Networ...