The transparent glass surface defect inspection equipment is specially designed for detecting appearance defects on various types of optical glass and other transparent materials. Equipped with a composite light source and high-resolution optical system, the device employs advanced optical imaging technology, combined with traditional image processing algorithms and deep learning algorithms, enabling efficient and accurate detection of various surface defects on all six sides of cuboid transparent materials.