Deep learning has significantly impacted scene classification by allowing models to automatically learn features from large datasets. This has led to improved performance and more accurate classification results. Deep learning techniques, such as convolutional neural networks (CNNs), have become the standard approach for scene classification tasks, outperforming traditional methods that relied on handcrafted features.