Using TensorFlow for Object Recognition

Our brains can comprehend things so well that it makes vision seem very easy. It doesn't take any time for a human to detect an anomaly, or identify the difference between a bus and a car, or to detect and recognize a human face, but it is incredibly hard for a computer to learn how to detect and recognize an object as easy as a human brain. In the last couple of years researchers have made tremendous progress on addressing this problem. They have come up with a solution using deep convolutional neural networks, a model which can perform hard visual recognition tasks which are close to or sometimes even better than the human brain. Convolutional Neural Networks, is a black box that constructs features we would otherwise have to handcraft ourselves, hence to create one it takes very high computing power and a lot of time.