Long-term autonomy Mobile robots Navigation Visual teach and repeat navigation long-term autonomy visual teach and repeat navigation Changing environment Contrastive learning Convolutional neural network Horizontal displacements Image representation Image representations Images registration Machine learning Metric maps Seasonal changes contrastive learning image representations machine learning Computer hardware Computer vision Data annotation Deep learning Deep neural networks Features matching Navigation systems Neural-networks Performance Robotic systems Robotics