Freaks City

1. Dataset Acquisition Concrete surface cracks are a primary defect in civil structures. Building inspection is performed to evaluate stiffness and tensile strangth. Crack detection plays a vital role in building health assessment. The dataset contains images of various concrete surfaces with and without cracks. The image data is divided into t ...

Convolution is a foundational operation in deep learning—especially in computer vision—where it enables hierarchical feature extraction through localized, parameter-shared transformations. Unlike general matrix multiplication, convolution exploits spatial locality and translation invariance, making it both computationally efficient and semantic ...

MobileFormer introduces a novel architecture that synergistically combines the strengths of convolutional neural networks (CNNs) and Transformers to achieve high efficiency with minimal computational overhead. By leveraging a lightweight bidirectional bridge between a mobile backbone and a compact Transformer, it enables effective exchange of l ...