Bending recognition based on the analysis of fiber specklegrams using deep learning

•A bending recognition scheme based on specklegrams with high accuracies.•A motorized translation stage is used to get specklegrams with various bending.•CNN based deep learning is used to classify specklegrams.•The scheme shows potential a single MMF acts as an independent status monitor.