Abstract To enhance the precision and reliability of road crack detection. this study introduces an innovative neural network architecture. Strategies were implemented to effectively address the issue of overfitting resulting from the intricacy of the proposed SegCrackNet. Dropout layers. https://balboasurfandsstylers.shop/product-category/mugs/