sentence1: in recent years , deep neural networks , especially convolutional neural networks , have demonstrated highly competitive results on object recognition and image classification .
sentence2: deep learning , especially convolutional neural networks , has revolutionized various machine learning tasks with grid-like input data , such as image classification .