Hemraj Parate

Hybrid UNet with ResNe50 Encoder and ASPP for Accurate Road Crack Detection and Segmentation

Road surface cracks are key indicators of pavement deterioration, requiring accurate detection for timely maintenance. This study introduces a deep learning-based crack detection model using a hybrid U-Net architecture enhanced with a pre-trained ResNet50 encoder, Atrous Spatial Pyramid Pooling (ASPP), and attention ga...