crossrefMachine Learning and Knowledge Extraction2025-07-16
Generalising Stock Detection in Retail Cabinets with Minimal Data Using a DenseNet and Vision Transformer Ensemble
Babak Rahi, Deniz Sagmanli, Felix Oppong, Direnc Pekaslan, Isaac Triguero
Generalising deep-learning models to perform well on unseen data domains with minimal retraining remains a significant challenge in computer vision. Even when the target task—such as quantifying the number of elements in an image—stays the same, data quality, shape, or form varia…